内容来源：https://blog.google/products/google-cloud/gen-ai-business-use-cases/

内容总结：

全球领先企业正加速将生成式人工智能投入实际应用。根据谷歌云最新发布的行业案例汇编，目前已有超过1001个真实世界生成式AI应用场景，覆盖汽车制造、金融服务、医疗健康等关键领域。

在汽车与物流行业，梅赛德斯-奔驰通过Gemini技术打造能够与驾驶员自然对话的MBUX虚拟助手，日本最大二手交易平台Mercari则利用AI客服系统将员工工作量降低20%，同时预期实现500%的投资回报率。物流领域，UPS通过建立数字孪生系统实现包裹全流程追踪，Domina物流公司借助AI平台将实时数据访问效率提升80%。

金融服务业呈现智能化转型趋势。阿根廷最大私人银行Banco Macro部署对话式AI助手服务600万客户，德国商业银行的智能客服已成功处理超200万次对话。保险科技公司Loadsure通过AI实现近实时理赔处理，加拿大ATB金融集团员工应用AI工具后平均每周节省约3小时工作时间。

医疗健康领域取得突破性进展。印度Manipal医院将电子药房订单处理时间从15分钟压缩至5分钟，美国西雅图儿童医院利用AI将护士交接班记录时间从90分钟大幅缩减至20分钟。德国保险提供商SIGNAL IDUNA通过AI知识助手将初级客服信息查询效率提升30%。

消费品行业迎来营销革命。法国卡夫亨氏运用AI技术将广告活动制作周期从八周缩短至八小时，英国零售商Lush通过图像识别系统在圣诞购物高峰期间将排队时间控制在3分钟以内。瑞典二手交易平台Tradera利用AI实现商品自动上架，用户发布商品时间减少50%。

制造业与科技领域同样成果显著。列车制造商Talgo推出多语言AI助手为维护团队提供技术支持，博世数字部门通过AI实现营销内容的全球化本地适配。诺基亚基于Vertex AI平台增强其“网络即代码”功能，显著加速5G应用开发进程。

这份涵盖11大行业、6类智能体的案例清单显示，生成式AI正在从概念验证阶段迈向规模化部署，在提升运营效率、优化客户体验和创造新商业模式等方面展现出巨大潜力。随着技术持续演进，人工智能有望突破现有想象边界，为各行业带来更深层次的变革。

中文翻译：

全球顶尖机构的1001个真实世界生成式AI应用场景

本文最初发布于"Transform with Google Cloud"博客，首发于2024年4月12日，最新案例更新于2025年10月9日。

一年半前，在Google Cloud Next '24大会上，我们首次发布了这份清单，当时仅收录了101个案例。
这在当时已堪称海量，充分展示了谷歌乃至整个行业在生成式AI应用方面的迅猛势头。在生成式AI广泛普及的短暂时期内，各种规模的组织已开始尝试并将其投入生产和全球工作中，其应用速度在新技术中实属罕见。

过去数月带来的变化天翻地覆。我们的清单现已扩展了10倍。然而，这仅仅是AI在企业中潜力的冰山一角，或是未来一年半内可能涌现的创新缩影。

众多应用案例将于本周在我们的"Gemini at Work"活动中亮相，您今天即可观看直播。

梅赛德斯-奔驰正在打造能与驾驶员对话的汽车；日本最大在线市场Mercari和德国商业银行则让联系客服专员变得前所未有的便捷——Mercari甚至预计在降低员工工作负荷20%的同时实现500%的投资回报率。谈及规模：维珍邮轮使用Veo的文生视频功能，一次性创建了数千个高度个性化的广告和电子邮件，且不牺牲品牌声音或风格。它们并非孤例。自称"协作式界面设计工具"的Figma，让任何组织都能在几秒钟内创建高质量、符合品牌规范的图片和资源。

【想了解如何构建类似AI应用？请查看我们实用的指南，内含来自这些真实案例的101个技术蓝图。】

鉴于我们持续见证的创新和进步速度，我们坚信，随着客户不断挑战我们去设计、构建、部署并创造价值，AI的发展将超越我们的想象。

希望您能在此找到推动我们共同AI事业的内容。

本清单按11个主要行业组别组织，每个组别下又分六种智能体类型：客户、员工、创意、代码、数据和安防。本版新增400个条目，在机构名称前以星号(*)标示。

汽车与物流
客户智能体

• 大陆集团运用谷歌的数据和AI技术开发安全、高效、以用户为中心的汽车解决方案。该合作的首批成果之一是将Google Cloud的对话式AI技术集成到大陆集团的智能座舱高性能计算机中，这是一个车载语音指令解决方案。
• 通用汽车OnStar系统新增了AI功能，包括一个由Google Cloud对话式AI技术驱动的虚拟助手，能更好地识别说话者的意图。
• *台湾电动汽车品牌LUXGEN使用Vertex AI驱动其官方LINE账号上的AI客服，该聊天机器人已将人工客服工作量减少了30%。
• 梅赛德斯-奔驰利用谷歌AI打造能与驾驶员对话的汽车。他们通过VertexAI使用Gemini驱动其MBUX虚拟助手，实现自然对话，并为驾驶员提供导航、兴趣点等个性化答案。
• 梅赛德斯-奔驰还通过生成式AI驱动的智能销售助手，为其在线店面注入电商功能。
• PODS与广告代理商Tombras合作，使用Gemini创建了"世界上最智能的广告牌"——一个在其卡车上开展的、能适应纽约市每个社区并根据数据实时变化的营销活动。仅在29小时内就覆盖了全部299个社区，生成了6000多个独特标题。
• UPS Capital推出了DeliveryDefense Address Confidence，利用机器学习和UPS数据为发货人提供置信度评分，帮助他们判断成功投递的可能性。
• 大众美国公司在myVW应用中构建了一个虚拟助手，驾驶员可以查阅用户手册并提问，例如"如何更换漏气轮胎？"或"这个数字座舱指示灯是什么意思？"用户还可利用Gemini的多模态功能，只需将智能手机摄像头对准仪表盘，即可获取关于指示灯的实用信息和上下文。

员工智能体

• 704 Apps开发服务"最后一英里"交通领域的应用，每日连接数千名司机和乘客。行程中，车内乘员对话的音频内容会发送给Gemini，由其测量情绪"温度"。该工具可将"抢劫"、"袭击"、"绑架"等特定词语归类为敌对性，从而在风险发生前生成警报。
• *全球最大远程信息处理公司之一Geotab，连接470万辆车辆以使其更安全、更可持续、更高效。团队现使用带有Gemini的Google Workspace进行研究、文档总结、状态报告、法律文件审查和数据过滤——支持从人力资源到工程的各种职能。
• 自动驾驶汽车软件开发商Oxa使用Gemini for Google Workspace构建指标报告的活动模板、撰写社交帖子以使营销流程更高效、创建职位描述以及跨所有团队校对内容，从而节省时间和资源。
• *热门电动SUV制造商Rivian使用与Google Workspace集成的Gemini，赋能员工进行即时研究、加速学习并快速掌握新技能。AI使员工能够进行深度研究，更快地掌握复杂主题，提升了这家快节奏汽车公司的整体生产力。
• *Rivian还使用NotebookLM，通过带有交互式聊天功能的可靠来源，集中并分享常见问题的答案。AI通过创建带有可靠来源的可共享知识库，减少了重复性询问，为员工节省了时间并帮助他们更高效地工作。
• *员工交通服务平台Routematic在八个月内使用Compute Engine和Google Kubernetes Engine将其整个基础设施迁移到Google Cloud，实现了零停机。该公司将产品发布周期从数周缩短至数天，同时通过更好地控制计费和基础设施实现了显著的成本节约。
• 丰田汽车利用Google Cloud的AI基础设施实施了一个AI平台，使工厂工人能够开发和部署机器学习模型。这导致每年减少超过1万工时，并提高了效率和生产力。
• Uber使用AI智能体帮助员工提高生产力、节省时间并在工作中更有效。针对客服代表，公司推出了新工具，用于总结与用户的沟通，甚至能呈现以往互动的上下文，使一线员工能提供更有帮助和有效的服务。
• Uber也使用带有Gemini的Google Workspace来节省重复性任务的时间，解放开发人员从事更高价值的工作，减少代理支出，并提高员工保留率。

代码智能体

• 雷诺集团旗下的电动汽车和软件子公司Ampere（成立于2023年）正在使用企业版Gemini Code Assist，该工具专为开发团队构建，能够理解公司的代码库、标准和惯例。

数据智能体

• 宝马集团与Monkeyway合作，开发了AI解决方案SORDI.ai，利用生成式AI优化工业规划流程和供应链。这涉及扫描资产并使用Vertex AI创建充当数字孪生的3D模型，执行数千次模拟以优化分销效率。
• Dematic利用Vertex AI和Gemini中的多模态功能，为电商和全渠道零售商构建端到端的履约解决方案。
• *哥伦比亚物流公司Domina，年处理超2000万件货物，使用Vertex AI和Gemini预测包裹退货并自动化交付验证。该AI驱动平台将实时数据访问速度提高了80%，完全消除了手动报告生成时间，并将交付效率提升了15%。
• 远程信息处理全球领导者Geotab使用BigQuery和Vertex AI分析来自超过460万辆车辆的每日数十亿数据点。这为车队优化、驾驶员安全、交通脱碳和宏观交通分析提供了实时洞察，以推动更安全、更可持续的城市建设。
• Kinaxis正在构建数据驱动的供应链解决方案，以应对包括场景建模、规划、运营管理和自动化在内的物流用例。
• *印度数字供应链平台Moglix，服务超过1000家制造企业，部署了Vertex AI用于生成式AI供应商发现，连接维护、维修和运营供应商。该公司采购团队效率业务提升了4倍，从每季度约12亿印度卢比增至50亿印度卢比。
• 自动驾驶公司Nuro使用AlloyDB中的向量搜索，使其车辆能够准确分类道路上遇到的物体。
• 自称物理世界搜索引擎的Picterra采用Google Kubernetes Engine为其平台提供动力，具备快速扩展以满足地理空间AI工作负载需求的能力。借助GKE，Picterra可以快速对整个国家的地形进行建模，即使是在超高分辨率下。
• 供应链风险情报平台Prewave利用Google Cloud的AI服务为企业提供端到端的风险监控和ESG风险检测。这使公司能够深入了解其供应链，确保韧性、可持续性以及符合欧洲CSDDD等法规。
• TruckHouse专注于探险车辆，并使用Sheets中的Gemini加速库存跟踪，以便他们能有更多时间享受户外生活。
• *智能决策支持提供商tulanā拥有一个高度可定制的平台，使用预测、优化、模拟和AI帮助企业客户在供应链和物理基础设施方面做出更好决策。tulanā使用Cloud Run水平扩展其优化工作负载，使用Gemini进行智能ETL流程，并使用Cloud SQL和Big Query存储客户数据。
• UPS正在构建其整个分销网络的数字孪生，以便员工和客户都能随时查看包裹的位置。
• 丰田对未来出行方式的投资部门Woven正与谷歌合作，利用海量数据和AI实现自动驾驶，并由Google Cloud的AI Hypercomputer上的数千个机器学习工作负载提供支持。这为支持自动驾驶节省了50%的总拥有成本。

安防智能体

• *三菱汽车使用具备AI驱动SIEM和SOAR功能的Google Security Operations，保护其全球运营免受日益复杂的网络攻击。基于云的安全平台简化了三菱汽车集团的安全管理，并通过自动化威胁检测和响应减轻了运营负担。

商业与专业服务
客户智能体

• 埃森哲正在通过虚拟助手提供便捷的自助服务选项，变革一家大型零售商的客户支持，提升整体客户体验。
• *西班牙技术咨询公司atmira拥有800名员工，使用Google Kubernetes Engine和Google Cloud上的Oracle为其AI驱动的债务催收平台SIREC提供支持，该平台每月处理约1.14亿次请求。该平台将回收率提高了30%至40%，支付转化率提高了45%，运营成本降低了54%。
• 凯捷正在使用Google Cloud构建AI智能体，通过帮助零售商通过新的收入渠道接受客户订单并加速数字商店的订单到现金流程，来优化电子商务体验。
• 德勤提供了一个基于Google Cloud构建的"护理查找器"智能体，作为其智能体舰队的一部分。该智能体帮助寻求护理服务的人在不到一分钟内找到网络内提供商，显著快于平均5到8分钟的通话时间。
• Ferret.ai使用AI提供用户个人和职业网络中人员背景的洞察，为其用户提供精选的关系情报和监控解决方案——在声誉风险日益增长的世界中，这些服务愈发重要。
• *Humanizadas使用Google Kubernetes Engine、Cloud Run以及带有Gemini模型的Vertex AI，向多个国家的组织提供实时ESG指标和可持续性情报。该公司使用Dialogflow构建了一个AI驱动的对话聊天机器人，充当经过客户特定数据训练的24/7可持续性专家，同时自动化分类系统处理涵盖150个分层可持续性主题的数百万利益相关者数据点。
• TurboTax的制造商Intuit将Google Cloud的视觉识别平台Doc AI和Gemini模型集成到其专有的GenOS中。这将扩展Intuit"代劳式"自动填写美国十种最常见税表（1099和1040表格的变体）的能力，帮助用户节省时间并提高准确性。
• *房地产平台NoBroker使用其由Gemini和L4 GPU驱动的ConvoZen AI，自动化跨多种印度语言的客户支持。该平台每天处理1万小时的录音，预计AI智能体将处理未来25-40%的电话，每年为客户节省10亿美元。
• 旨在用AI革新退休规划的Stax AI，使用MongoDB Atlas和Vertex AI自动化其手动流程，并在几分钟内转换海量的信托会计数据。
• 领先的数字转型公司Sutherland专注于将人类专业知识与AI相结合，包括通过自动呈现建议回复和实时自动化洞察来增强其面向客户的团队。
• 员工福利财务健康平台Wagestream使用Gemini模型处理其超过80%的内部客户咨询，包括关于付款日期、余额等问题。
• 德国领先的财富管理界面提供商WealthAPI，使用Gemini和DataStax Astra DB为数百万客户实时提供下一代金融洞察，实现大规模的个性化指导。

员工智能体

• 全球人才解决方案领导者Allegis Group与TEKsystems合作实施AI模型，以简化其招聘流程，包括自动化更新候选人资料、生成职位描述和分析招聘人员与候选人互动等任务。该实施显著提高了招聘效率并减少了技术债务。
• *法律科技初创公司Altumatim使用基于Vertex AI上Gemini的平台，为电子取证分析数百万份文档。这将流程从数月加速到数小时，将准确率提高到90%以上，并使律师能够专注于构建有说服力的法律论据。
• *生成式AI研究助手Anara，通过可验证的AI摘要和洞察帮助用户查找和理解科学文献。它使用Google Cloud的可扩展基础设施、AI Studio和Cloud Functions为其模型和面向全球用户的数据处理提供动力。
• 波士顿咨询公司使用Google Cloud提供销售优化工具，提高保险顾问的有效性和影响力。
• 技术咨询公司Beyond指导客户进行转型之旅，以释放AI和基于云的技术的潜力。带有Gemini的Google Workspace帮助他们将项目简报到项目启动的时间从数月缩短到数周，将RFI回复的初稿时间从数天缩短到数分钟。
• Cintas使用Vertex AI Search为客户服务和销售团队开发内部知识中心，以便轻松查找关键信息。
• *专注于效果和品牌营销的全球媒体代理公司Croud，使用Google Workspace中的Gemini进行深度研究、分析数据，并通过点击按钮完成研究、规划、策略和笔记记录任务。曾经需要多次交接的工作现在可以独立完成，解放员工专注于创意和战略优先事项。
• 商业研究和情报服务公司邓白氏，利用Gemini构建了一个电子邮件生成工具，帮助销售人员为其研究服务创建针对潜在客户和客户的定制化、个性化沟通。该公司还开发了智能搜索功能，帮助用户处理复杂查询，如"查找该地区所有ESG评级高的公司"。
• 科森哲使用Vertex AI和Gemini构建了一个AI智能体，帮助法律团队起草合同、分配风险评分并就优化运营影响的方法提出建议。
• Google for Startups Cloud AI Accelerator项目成员Finnit，为企业财务团队提供AI自动化解决方案，帮助将会计程序时间减少90%，提高准确性，并释放独特洞察。
• Flashpoint通过使用Google Workspace更有效地沟通和协作，提高其员工队伍的效率和生产力，最大化投资回报率，并提高员工满意度，从而能将更多时间用于保障客户安全。
• 巴西数字服务公司Fluna，使用Vertex AI、Document AI和Gemini 1.5 Pro自动化法律协议的分析和起草，在数据提取方面达到92%的准确率，同时确保敏感信息的安全性和可靠性。
• *拥有超过280年经验的全球律师事务所富而德，使用Gemini驱动其专有工具Dynamic Due Diligence，旨在加强法律审查和尽职调查。AI显著提高了这些流程的规模、准确性和效率，解决了可能消耗生产力的重复性法律工作流。
• *富而德还使用NotebookLM快速综合大量信息并发现新洞察。AI帮助员工在日常工作流中更有效地处理复杂的法律信息。
• *挪威软件公司Gelato，通过32个国家的140多家打印机为全球电商实现本地生产，使用Gemini模型自动化工程工单分诊和客户错误分类。该AI驱动系统将工单分配准确率从60%提高到90%，并使用Vertex AI将机器学习模型的部署时间从两周缩短到一两天。
• *法律AI公司Harvey，在Vertex AI上使用Gemini 2.5 Pro自动化复杂的文档审查，这是法律行业的一个主要痛点。该平台提供特定领域的AI，能够对数百页材料进行推理，使法律专业人士能够最大化效率并专注于战略性工作。
• *法律科技公司Inspira，通过提供基于Google Cloud构建的AI驱动解决方案，应对耗时的法律文档分析挑战。利用Gemini、Vertex AI和BigQuery，Inspira的平台自动化了法律文档搜索、分析和起草，将工作流时间减少了80%，使律师能在几分钟或几小时内找到答案和相关决定，而不是几周。
• *Instalily使用Google Cloud与Gemini 2.5和Vertex AI驱动InstaWorkers，变革销售、服务和运营。在一家领先的现场服务提供商处，InstaWorkers将技术员的诊断时间从15分钟缩短到10秒以下，将服务成本降低了98%，并将端到端工作流速度提高了99%。
• 25人建筑事务所Joe the Architect使用Gmail中的Gemini快速了解冗长的邮件链，以跟踪数十次对话中的客户需求。
• 毕马威将谷歌AI集成到其新成立的KPMG Law律师事务所中，同时推动银行业内的AI转型，并且公司还在实施Agentspace以增强其自身工作场所运营。
• 设计与技术机构L+R，利用Gemini for Google Workspace提升性能和精确度，简化工作流并赋能其团队取得更具影响力的成果。
• *AI合同谈判代理Markups.ai，将长达数天的人工法律审查变成分钟级的自动化流程。客户只需通过电子邮件发送合同，几乎即刻就能收到定制化的修订和分析。Gemini 2.5 Pro使我们从仅能处理NDA的初稿，扩展到能够处理任何合同（MSA、DPA等）的任何修订。
• *全球体验式营销机构MAS，使用Gemini的"帮我写"和"为我记笔记"功能，在其创意工作流中更快地进行迭代。AI工具帮助团队更高效地工作，同时保持其"一个大脑"的协作方式。
• *面向健康和保健品牌的营销和技术机构MERGE，使用Gemini总结会议并明确行动项，并在Google Docs中与客户实时协作。实时协作确保了协调一致，并在内容返工上节省了数小时，促使周转时间改善了33%。
• Monks使用谷歌Gemini帮助Hatch构建个性化广告活动。该活动实现了80%的点击率提升，46%的更高参与度网站访问者，以及比其他活动31%的每次购买成本改善。除此之外，通过使用AI，团队能够更高效地交付活动，将投资时间减少了50%，成本降低了97%。
• *工作平台ObraJobs连接候选人与相关机会，简化招聘流程，并为求职者和雇主提供个性化推荐。Obra使用Vertex AI驱动候选人匹配和个性化工作推荐，并得到Cloud Storage、Cloud Run、Cloud Scheduler、Cloud Tasks和Firestore的支持。
• Own Your Brand创始人Lauren Magenta使用Google Workspace运营业务，而Gemini for Google Workspace正在改变她管理注册的方式。Gemini帮助她用自己的语气快速起草给潜在客户的个性化电子邮件。
• *Provenbase在Google Cloud上构建了其面向企业的人才招聘工具，并现正使用Google Cloud AI为其变革性的深度人才搜索功能提供动力。
• 大型人力资源服务和人才提供商Randstad，在其整个组织内使用Gemini for Workspace转变工作文化，促成了一个更具文化多样性和包容性的工作场所，并观察到病假天数减少了两位数百分比。
• *专注于发现客户空间价值和美感的设计公司Sonata Design，使用NotebookLM创建产品规格和技术细节的集中数据库。该AI工具减少了对高级管理层的提问，改善了员工自助服务，并增强了团队内的知识共享。
• *服务于银行、奢侈品和航空航天等高需求行业的咨询公司Square Management，使用Google Workspace中的Gemini识别最适合客户需求的顾问并优化工作方法。AI帮助公司更好地应对客户挑战，同时通过安全的数据处理确保完全符合GDPR。
• *知识产权初创公司Story，提供授权和货币化服务，正与Google Cloud的web3服务和基础设施合作，为其平台上的开发者带来新功能。

英文来源：

1,001 real-world gen AI use cases from the world's leading organizations
This post originally appeared on the Transform with Google Cloud blog. It was first published April 12, 2024; last updated with new use cases October 9, 2025.
A year and a half ago, during Google Cloud Next 24, we published this list for the first time. It numbered 101 entries.
It felt like a lot at the time, and served as a showcase of how much momentum both Google and the industry were seeing around generative AI adoption. In the brief period then of gen AI being widely available, organizations of all sizes had begun experimenting with it and putting it into production across their work and across the world, doing so at a speed rarely seen with new technology.
What a difference these past months have made. Our list has now grown by 10X. And still, that’s just scratching the surface of what’s becoming possible with AI across the enterprise, or what might be coming in the next year and a half.
Many of these use cases are coming to life this week at our Gemini at Work event, which you can watch live today.
Mercedes Benz is building cars that can converse with their drivers while Mercari, Japan’s largest online marketplace, and Commerzbank are making it easier than ever to reach a customer service agent — Mercari even anticipates a 500% ROI while reducing employee workloads by 20%. And talk about scale: Virgin Voyages is using Veo’s text-to-video features to create thousands of hyper-personalized ads and emails in a single go without sacrificing brand voice or style. Nor are they alone. Figma, which calls itself the “collaborative interface design tool,” lets any organization create high-quality, brand-approved images and assets in seconds.
[Looking for how to build AI use cases just like these? Check out our handy guide with 101 technical blueprints from some of these real-world examples.]
Given the incredible pace of innovation and progress we continue to see, we are confident that AI will grow beyond even our imagination as our customers continue to challenge us to design, build, deploy, and create value.
Hopefully you find something here that will propel our own AI endeavors together.
The list is organized by 11 major industry groups, and within those, six agent types: Customer, Employee, Creative, Code, Data, and Security. There are 400 new entries in this edition, denoted with an asterisk (*) before the organization’s name.
Automotive and Logistics
Customer Agents

• Continental is using Google's data and AI technologies to develop automotive solutions that are safe, efficient, and user-focused. One of the initial outcomes of this partnership is the integration of Google Cloud's conversational AI technologies into Continental's Smart Cockpit HPC, an in-vehicle speech-command solution.
• General Motors’ OnStar has been augmented with new AI features, including a virtual assistant powered by Google Cloud’s conversational AI technologies that are better able to recognize the speaker’s intent.
• *LUXGEN, a Taiwanese electric vehicle brand, uses Vertex AI to power an AI agent that answers customer questions on its official LINE account. The chatbot has reduced the workload of human customer service agents by 30%.
• MercedesBenz builds cars with Google AI that can talk to their drivers. They are using Gemini via VertexAI to power their MBUX Virtual Assistant, which enables natural conversations and provides personalized answers to drivers for things like navigation and points of interest.
• Mercedes Benz is also infusing e-commerce capabilities into its online storefront with a gen AI-powered smart sales assistant.
• PODS worked with the advertising agency Tombras to create the “World’s Smartest Billboard” using Gemini — a campaign on its trucks that could adapt to each neighborhood in New York City, changing in real-time based on data. It hit all 299 neighborhoods in just 29 hours, creating more than 6,000 unique headlines.
• UPS Capital launched DeliveryDefense Address Confidence, which uses machine learning and UPS data to provide a confidence score for shippers to help them determine the likelihood of a successful delivery.
• Volkswagen of America built a virtual assistant in the myVW app, where drivers can explore their owners’ manuals and ask questions, such as, “How do I change a flat tire?” or “What does this digital cockpit indicator light mean?” Users can also use Gemini’s multimodal capabilities to see helpful information and context on indicator lights simply by pointing their smartphone cameras at the dashboard.
  Employee Agents
• 704 Apps creates applications serving the last-mile transportation segment, connecting thousands of drivers and passengers every day. During trips, the audio content of conversations between car occupants is sent to Gemini, which measures the emotional “temperature." Specific words such as “robbery”, “assault”, “kidnapping”, among others, can be classified as hostile by the tool, generating alerts to anticipate risky situations before they happen.
• *Geotab, one of the largest telematics companies in the world, connects 4.7 million vehicles to make them safer, more sustainable, and more efficient. Teams now use Google Workspace with Gemini for research, document summarization, status reporting, legal document review, and data filtering—supporting functions from HR to engineering.
• Oxa, a developer of software for autonomous vehicles, uses Gemini for Google Workspace to build campaign templates for metrics reporting, write social posts in order to make marketing processes more efficient, create job descriptions, and proofread content across all teams, saving time and resources.
• *Rivian, maker of popular electric SUVs, uses Gemini integrated with Google Workspace to empower employees to conduct instant research, accelerate learning, and gain new skills rapidly. The AI enables staff to perform deep research and get up to speed on complex topics faster, enhancing productivity across the fast-paced automotive company.
• *Rivian also uses NotebookLM to centralize and share answers to frequently asked questions using verified sources with interactive chat features. The AI reduced repetitive inquiries by creating a shareable knowledge base with grounded sources, saving employees time and helping them work more efficiently.
• *Routematic, a Transport-as-a-Service platform for employee transportation, migrated its entire infrastructure to Google Cloud using Compute Engine and Google Kubernetes Engine in eight months with zero downtime. The company shortened product release cycles from weeks to days while unlocking significant cost savings through better control over billing and infrastructure.
• Toyota implemented an AI platform using Google Cloud's AI infrastructure to enable factory workers to develop and deploy machine learning models. This led to a reduction of over 10,000 man-hours per year and increased efficiency and productivity.
• Uber is using AI agents to help employees be more productive, save time, and be even more effective at work. For customer service representatives, the company launched new tools that summarize communications with users and can even surface context from previous interactions, so front-line staff can be more helpful and effective.
• Uber also uses Google Workspace with Gemini to save time on repetitive tasks, free up developers for higher-value work, reduce their agency spending, and to enhance employee retention.
  Code Agents
• Renault Group’s Ampere, an EV and software subsidiary created in 2023, is using an enterprise version of Gemini Code Assist, built for teams of developers and able to understand a company’s code base, standards, and conventions.
  Data Agents
• BMW Group, in collaboration with Monkeyway, developed the AI solution SORDI.ai to optimize industrial planning processes and supply chains with gen AI. This involves scanning assets and using Vertex AI to create 3D models that act as digital twins that perform thousands of simulations to optimize distribution efficiency.
• Dematic is using the multimodal features in Vertex AI and Gemini to build end-to-end fulfillment solutions for both ecommerce and omnichannel retailers.
• *Domina, a Colombian logistics company managing over 20 million annual shipments, uses Vertex AI and Gemini to predict package returns and automate delivery validation. The AI-powered platform improved real-time data access by 80%, eliminated manual report generation time entirely, and increased delivery effectiveness by 15%.
• Geotab, a global leader in telematics, uses BigQuery and Vertex AI to analyze billions of data points per day from over 4.6 million vehicles. This enables real-time insights for fleet optimization, driver safety, transportation decarbonization, and macro-scale transportation analytics to drive safer and more sustainable cities.
• Kinaxis is building data-driven supply chain solutions to address logistics use cases including scenario modeling, planning, operations management, and automation.
• *Moglix, an Indian digital supply chain platform serving over 1,000 manufacturing businesses, deployed Vertex AI for generative AI vendor discovery that connects with maintenance, repair, and operations suppliers. The company achieved a 4X improvement in Sourcing Team Efficiency business, increasing it from about INR 12 crore to 50 crore per quarter.
• Nuro, an autonomous driving company, uses vector search in AlloyDB to enable their vehicles to accurately classify objects encountered on the road.
• Picterra, which calls itself a search engine for the physical world, adopted Google Kubernetes Engine to power its platform, providing the ability to quickly scale to meet the demands of geospatial AI workloads. With GKE, Picterra can model the terrain of entire countries quickly, even at ultra-high resolutions.
• Prewave, a supply chain risk intelligence platform, utilizes Google Cloud's AI services to provide end-to-end risk monitoring and ESG risk detection for businesses. This enables companies to gain transparency deep into their supply chains, ensuring resilience, sustainability, and compliance with regulations like the European CSDDD.
• TruckHouse specializes in expedition vehicles and speeds inventory tracking with Gemini in Sheets so they can spend more time in the great outdoors.
• *tulanā, an intelligent decision support provider, has a highly customizable platform that uses forecasting, optimization, simulation, and AI to help enterprise clients make better decisions across supply chains and physical infrastructure. tulanā is using Cloud Run to horizontally scale its optimization workloads, Gemini for intelligent ETL processes, and Cloud SQL and Big Query to store customer data.
• UPS is building a digital twin of its entire distribution network, so both workers and customers can see where their packages are at any time.
• Woven – Toyota's investment in the future of mobility — is partnering with Google to leverage vast amounts of data and AI to enable autonomous driving, supported by thousands of ML workloads on Google Cloud’s AI Hypercomputer. This has resulted in 50% total-cost-of-ownership savings to support automated driving.
  Security Agents
• *Mitsubishi Motors uses Google Security Operations with AI-powered SIEM and SOAR capabilities to protect its global operations from increasingly sophisticated cyber attacks. The cloud-based security platform simplified security management across the Mitsubishi Motors Group and reduced operational burdens through automated threat detection and response.
  Business and Professional Services
  Customer Agents
• Accenture is transforming customer support at a major retailer by offering convenient self-service options through virtual assistants, enhancing the overall customer experience.
• *atmira, a Spanish technology consulting company with 800 employees, uses Google Kubernetes Engine and Oracle on Google Cloud to power SIREC, an AI-driven debt collection platform that manages approximately 114 million monthly requests. The platform improved recovery rates by 30% to 40%, increased payment conversions by 45%, and reduced operational costs by 54%.
• Capgemini is using Google Cloud to build AI agents that help optimize the ecommerce experience by helping retailers accept customer orders through new revenue channels and accelerate the order-to-cash process for digital stores.
• Deloitte offers a “Care Finder” agent, built with Google Cloud, as part of its Agent Fleet. The agent helps care seekers find in-network providers — often in less than a minute — significantly faster than the average call time of five to eight minutes.
• Ferret.ai uses AI to offer insights about the backgrounds of people in a user's personal and professional network, providing a curated relationship intelligence and monitoring solution for its users — increasingly important services in a world of growing reputational risks.
• *Humanizadas uses Google Kubernetes Engine, Cloud Run, and Vertex AI with Gemini models to deliver real-time ESG indicators and sustainability intelligence to organizations across multiple countries. The company built an AI-powered conversational chatbot using Dialogflow that acts as a 24/7 sustainability specialist trained on client-specific data, while automated classification systems process millions of stakeholder data points across 150 hierarchical sustainability themes.
• Intuit, the makers of TurboTax, integrated Google Cloud’s visual recognition platform, Doc AI, and Gemini models into Intuit’s proprietary GenOS. This will expand the capabilities of Intuit’s “done-for-you” autofill of tax returns across the ten most common U.S. tax forms (variations of the 1099 and 1040 forms), helping users save time and boosting accuracy.
• *NoBroker, a real estate platform, uses its ConvoZen AI, powered by Gemini and L4 GPUs, to automate customer support across multiple Indian languages. The platform processes 10,000 hours of recordings daily, with AI agents projected to handle 25-40% of future calls and save customers $1 billion annually.
• Stax AI, which aims to revolutionize retirement planning with AI, uses MongoDB Atlas and Vertex AI to automate its manual processes and transform massive volumes of trust accounting data in minutes.
• Sutherland, a leading digital transformation company, is focused on bringing together human expertise and AI, including boosting its client-facing teams by automatically surfacing suggested responses and automating insights in real time.
• Wagestream, a financial wellbeing platform for employee benefits, is using Gemini models to handle more than 80% of its internal customer inquiries, including questions about payment dates, balances, and more.
• WealthAPI, the leading provider of wealth management interfaces in Germany, uses Gemini and DataStax Astra DB to deliver next-gen financial insights in real time to millions of customers for personalized guidance at scale.
  Employee Agents
• Allegis Group, a global leader in talent solutions, partnered with TEKsystems to implement AI models to streamline its recruitment process, including automating tasks such as updating candidate profiles, generating job descriptions, and analyzing recruiter-candidate interactions. The implementation resulted in significant improvements in recruiter efficiency and a reduction in technical debt.
• *Altumatim, a legal tech startup, uses a platform powered by Gemini on Vertex AI to analyze millions of documents for eDiscovery. This accelerates the process from months to hours, improves accuracy to over 90%, and enables attorneys to focus on building compelling legal arguments.
• *Anara, a generative AI research assistant, helps users find and understand scientific documents with verifiable AI summaries and insights. It uses Google Cloud's scalable infrastructure, AI Studio, and Cloud Functions to power its models and data processing for a global user base.
• BCG uses Google Cloud to provide a sales optimization tool that improves the effectiveness and impact of insurance advisors.
• Beyond is a technology consultancy that guides their clients through transformational journeys to unlock the potential of AI and cloud-based technology. Google Workspace with Gemini helps them reduce the time from project brief to project kickoff from months to weeks, and the time for first drafts of RFI responses from days to minutes.
• Cintas is using Vertex AI Search to develop an internal knowledge center for customer service and sales teams to easily find key information.
• *Croud, a global media agency specializing in performance and brand marketing, uses Gemini in Google Workspace to conduct deep research, analyze data, and complete research, planning, strategy, and note-taking tasks at the click of a button. Work that once required multiple handoffs can now be done independently, freeing employees for creative and strategic priorities.
• Dun & Bradstreet, a business research and intelligence service, built an email-generation tool with Gemini that helps sellers create tailored, personalized communications to prospects and customers for its research services. The company also developed intelligent search capabilities to help users with complex queries like, "Find me all the companies in this area with a high ESG rating."
• Cognizant used Vertex AI and Gemini built an AI agent to help legal teams draft contracts, assign risk scores and make recommendations for ways to optimize operational impact.
• Finnit, part of the Google for Startups Cloud AI Accelerator, provides AI automation solutions for corporate finance teams, helping to cut accounting procedures time by 90%, boost accuracy, and unlock unique insights.
• Flashpoint is improving efficiency and productivity across its workforce, using Google Workspace to communicate and collaborate more effectively, maximize ROI, and increase employee satisfaction, so they can dedicate more time to keeping customers secure.
• Fluna, a Brazilian digital services company, has automated the analysis and drafting of legal agreements using Vertex AI, Document AI, and Gemini 1.5 Pro, achieving an accuracy of 92% in data extraction while ensuring security and reliability for sensitive information.
• *Freshfields, a global law firm with over 280 years' experience, uses Gemini to power Dynamic Due Diligence, its proprietary tool designed to enhance legal reviews and due diligence. The AI significantly improves the scale, accuracy, and efficiency of these processes, addressing repetitive legal workflows that can drain productivity.
• *Freshfields also uses NotebookLM to quickly synthesize large quantities of information and uncover new insights. The AI helps employees process complex legal information more efficiently in their daily workflows.
• *Gelato, a Norwegian software company enabling local production for global ecommerce through 140+ printers in 32 countries, uses Gemini models to automate engineering ticket triage and customer error categorization. The AI-powered system increased ticket assignment accuracy from 60% to 90% and reduced the time to deploy ML models from two weeks to one or two days using Vertex AI.
• *Harvey, a legal AI company, uses Gemini 2.5 Pro on Vertex AI to automate complex document reviews, a major pain point in the legal industry. The platform provides domain-specific AI that can reason over hundreds of pages of materials, enabling legal professionals to maximize efficiency and focus on strategic work.
• *Inspira, a legal tech company, tackles the time-intensive challenge of legal document analysis by providing lawyers with an AI-powered solution built on Google Cloud. Leveraging Gemini, Vertex AI, and BigQuery, Inspira's platform automates legal document search, analysis, and drafting to reduce workflow times by 80%, allowing lawyers to find answers and relevant decisions in minutes or hours instead of weeks.
• *Instalily uses Google Cloud with Gemini 2.5 and Vertex AI to power InstaWorkers that transform sales, service, and operations. At a leading field service provider, InstaWorkers cut the technician’s diagnosis time from 15 minutes to under 10 seconds, lowered serving costs by 98 percent, and drove a 99 percent improvement in end-to-end workflow speed.
• Joe the Architect, a 25-person architecture firm, catches up on long email chains with Gemini in Gmail to keep track of client needs across dozens of conversations.
• KPMG is building Google AI into their newly formed KPMG Law firm, as well as driving AI transformation within the banking industry, and the company is also implementing Agentspace to enhance its own workplace operations.
• L+R, a design and technology agency, leverages Gemini for Google Workspace Workspace to elevate performance and precision, streamlining workflows and empowering its team to achieve more impactful results.
• *Markups.ai, an AI contract negotiation agent, turns a days-long human legal review into a minute(s) automated process. By simply emailing a contract, clients receive customized revisions and analysis almost instantly. Gemini 2.5 Pro enabled us to go from handling only first revisions of NDAs, to any revision of any contract (MSAs, DPAs, etc.).
• *MAS, a global experiential marketing agency, uses Gemini's "help me write" and "take notes for me" features to iterate faster in their creative workflows. The AI tools help the team work more efficiently while maintaining their "one brain" approach to collaboration.
• *MERGE, a marketing and technology agency for health and wellness brands, uses Gemini to summarize meetings with clear action items and collaborate with clients in real time in Google Docs. The real-time collaboration ensures alignment and saves hours on content rework, contributing to a 33% improvement in turnaround times.
• Monks used Google Gemini to help Hatch build a personalized ad campaign. The campaign delivered an 80% improved click-through rate, 46% more engaged site visitors, and a 31% improved cost-per-purchase over other campaigns. On top of this, by using AI the team was able to deliver the campaign much more efficiently, reducing time to investment by 50% and costs by 97%.
• *ObraJobs, a job platform, connects candidates with relevant opportunities, streamline the hiring process, and deliver personalized recommendations for both job seekers and employers. Obra uses Vertex AI to power candidate matching and personalized job recommendations, supported by Cloud Storage, Cloud Run, Cloud Scheduler, Cloud Tasks, and Firestore.
• Own Your Brand founder Lauren Magenta uses Google Workspace to run her business and Gemini for Google Workspace is transforming how she manages enrollment. Gemini helps her quickly draft personalized emails to potential clients in her own voice.
• *Provenbase has built its talent recruitment tool for businesses on Google Cloud and is now powering its transformative Deep Search for talent feature using Google Cloud AI.
• Randstad, a large HR services and talent provider, is using Gemini for Workspace across its organization to transform its work culture, leading to a more culturally diverse and inclusive workplace that’s seen a double-digit reduction in sick days.
• *Sonata Design, a design company focused on discovering the value and beauty of client spaces, uses NotebookLM to create a centralized database of product specifications and technical details. The AI tool reduces questions to senior management, improves employee self-service, and enhances knowledge sharing across the team.
• *Square Management, a consultancy serving high-demand industries like banking, luxury, and aerospace, uses Gemini in Google Workspace to identify the most suitable consultants for client needs and optimize work methods. The AI helps the company better respond to client challenges while ensuring full GDPR compliance with secure data handling.
• *Story, an intellectual property startup that powers licensing and monetization services, is working with Google Cloud’s web3 services and infrastructure to bring new capabilities to developers on its platform.
• Sulamérica adopted Google Workspace a decade ago to make collaboration among employees more agile, intuitive, and fluid. The insurance company recently started using Gemini in Workspace, making it available to 1,250 employees to increase operational efficiency, security, and productivity.
• *Transcom, a global outsourcing company, uses NotebookLM to simplify customer research and bid processes. The AI tools are deeply embedded into workflows, helping the company improve customer interactions while maintaining top-tier security standards.
• *Transcom also uses Gemini in Google Workspace to speed up agent training and help employees across all levels find creative solutions to challenges and validate decisions. The AI enhances daily work and accelerates training processes within the familiar Google Workspace platform.
• *Upwork, the world's human and AI-powered work marketplace, connects businesses with independent professionals. By leveraging Vertex AI Text to Speech API, Upwork delivers faster, more accurate talent matching and hiring efficiency for clients and freelancers.
• *Wotter, an employee engagement platform, uses a Gemini-powered smart assistant and Google Cloud's robust AI capability to provide real-time insights into employee sentiment. It accurately predicts flight risks and offers actionable "Wott-if" scenarios, enabling leaders to build a data-driven people strategy.
• *Zoi, an international IT consultancy with 500 employees across 30 nations, uses Gemini in Google Workspace to provide real-time translation and enable seamless communication across global teams. The AI helps unify teams and improve workflows while maintaining security across diverse, international operations.
• UKG, an HR and workforce management solutions provider, enhances the workplace experience with UKG Bryte AI, a trusted conversational agent built with Google Cloud that enables HR administrators and people managers to request information about company policies, business insights, and more.
  Creative Agents
• *AdVon Commerce uses Gemini and Veo to enhance product detail pages for major retailers, processing a 93,673-product catalog in under a month (a task that previously took up to a year) and generating engaging lifestyle videos that demonstrate product functionality. For one sporting goods client, the AI-powered solution increased top search rank placements by 30% and boosted average daily sales by 67%, delivering a $17 million revenue lift in just 60 days.
• Agoda is a digital travel platform that helps travelers see the world for less with its great value deals on a global network of over 4.5M hotels and holiday properties worldwide, plus flights, activities, and more. They’re now testing Imagen and Veo on Vertex AI to create visuals, allowing Agoda teams to generate unique images of travel destinations which would then be used to generate videos.
• *Comeen, serving major clients like Veolia, Auchan, and Sanofi across 42 countries, uses Gemini AI to generate multilingual subtitles for workplace videos in 40 languages with one click. The feature eliminated the multi-day, multi-vendor process that previously made content obsolete before publication, enabling instant subtitle generation integrated directly into Google Workspace.
• *Dentsu Digital provides digital transformation, communications, and marketing services for enterprise clients, using Vertex AI and PaLM 2 to build their "∞AI" service brand that supports advertising generation, customer service chatbots, and sales support. The platform has been adopted by over 100 companies and enabled the team to launch production systems in six months instead of the two years traditional development would have required.
• *Hotmob, a Hong Kong-based data-centric media company, uses Vertex AI with Gemini models to power Caterpillar AI, a marketing tool that generates personalized text and images for specific audience personas and distribution channels. The platform enhanced marketing teams' productivity by 33%, reduced admin workloads by 50%, and enabled customers to increase posting frequency from three to 12 posts per week.
• *MAS, a global experiential marketing agency, uses Gemini as a creative accelerator and idea generator, having collaborative conversations with the AI to refine ideas, bring concepts to life, and share ideas in impactful ways. The director of creative brings human input and generative AI output into harmony through an iterative process.
• *MERGE, a marketing and technology agency for health and wellness brands, uses Gemini integrated across Google Workspace to generate AI-powered templates for strategy documents, project briefs, and creative briefs that include customer data and ideas. The agency achieved an 89% sustained usage rate during a three-month pilot and improved turnaround times for client work by 33%.
• *Monday.com, a work management platform trusted by more than 245,000 customers worldwide, leverages Veo to produce training videos, social content, and internal communications in a fraction of the time — empowering all employees, not just designers, to move faster and focus on impact.
• Quom, a financial inclusion specialist in Mexico, has developed AI-powered conversational agents that optimize and personalize user and customer support.
• Salesrun, the world’s first dedicated sales activity suite, sees Google Cloud gen AI as an alternative for analyzing information related to purchasing habits, enabling the optimization of cash flow and boosting sales for its retail customers.
• Thoughtworks is a global technology consultancy that helps businesses use technology to solve problems and innovate. They use Google Workspace with Gemini to improve internal and external communication across their company, including in non-native languages — from emails to documents and blogs.
• *WITHIN, a performance branding agency serving brands from startups to global enterprises, uses Gemini in Google Workspace to enable scalable creative production, rapid ideation, and efficient data analysis. The AI reduces time spent on manual tasks and addresses open-ended client questions in minutes, a task that previously took hours.
• Yazi turns to Google Workspace with Gemini to accelerate marketing efforts so they can launch products faster; their dev teams also use it to write and deploy more code.
  Code Agents
• Capgemini has been using Code Assist to improve software engineering productivity, quality, security, and developer experience, with early results showing workload gains for coding and more stable code quality.
• Tata Consultancy Services (TCS) helps build persona-based AI agents on Google Cloud, contextualized with enterprise knowledge to accelerate software development.
  Data Agents
• The Colombian Security Council developed a generative AI-based chatbot to improve data analysis and its chemical emergency management processes, allowing for quick responses to urgent situations.
• Contraktor developed a project to analyze contracts with AI. As a result, the company achieved a reduction of up to 75% in the time taken to analyze and review a contract, with the possibility of both reading and extracting relevant data from the documents.
• *Croud, a global media agency with over 650 employees specializing in performance and brand marketing, uses custom Gems for email sentiment analysis, complex data analysis, coding assistance, and supplier-specific data workflows. The AI enables employees to execute repeatable tasks independently, achieving 4-5X productivity improvements for certain tasks.
• *Galaxies uses BigQuery, Vertex AI, and Cloud Storage to create "Synthetic Personas" powered by advanced clustering and LLMs trained exclusively on proprietary data, enabling marketing campaigns to be tested with hundreds of profiles in 48 hours instead of months. The Google Cloud migration achieved 85% savings in direct research costs while providing an integrated environment for data lake, data warehouse, machine learning, and generative AI operations.
• Gamuda Berhad, a Malaysian infrastructure and property management company, has developed Bot Unify, a platform that democratizes generative AI to allow users access to Gemini models and RAG frameworks to provide faster information and insights during construction projects.
• *Gazelle, an AI service automating property documentation for real estate agents in Sweden and Norway, uses Gemini models to extract key information from lengthy property documents and generate sales content. The platform increased output accuracy from 95% to 99.9%, reduced content generation time from four hours to 10 seconds, and enabled the launch of four new products in less than a year.
• Habi, a Colombian real estate company, has implemented AI solutions to streamline and automate the management and verification of physical and digital documents. This improved validation operations and increased the efficiency and adaptability of employees.
• HCLTech, an industry-leading global technology company, launched HCLTech Insight — a manufacturing quality AI agent that helps predict and eliminate different types of defects on manufacturing using Vertex AI, Google Cloud’s Cortex Framework, and the Manufacturing Data Engine platform.
• IPRally built a custom machine-learning platform that uses natural language processing on the text of more than 120 million global patent documents, creating an accurate, easily searchable database that adds more than 200,000 new sources a week.
• Ipsos built a data analysis tool for its teams of market researchers, eliminating the need for time-consuming requests to data analysts. The tool is powered by Gemini 1.5 Pro and Flash models, as well as Grounding with Google Search, to enhance real-world accuracy from contemporaneous search information.
• Juganu, a SaaS provider for smart cities and smart stores, is working with Google Cloud to automate and digitize the physical store. The company has begun developing digital twins that give retailers virtual eyes in the store to help automate routine tasks, improve efficiency, and deliver better customer experiences.
• *Leads.io, a performance marketing company, uses Vertex AI and Gemini to manage thousands of personalized marketing campaigns and automate lead qualification. This has reduced the time to integrate data from new acquisitions from several months to just a few days.
• Nowports is harnessing the power of AI to revolutionize logistics and stand out from the competition. By analyzing key operational information, they aim to accurately predict market behavior, optimizing their entire supply chain.
• *Persol Career built a unified HR data platform using BigQuery, Cloud Run, and Cloud Functions to consolidate data from over 70 HR systems, reducing data collection time from weeks to just a few days. The company integrated Looker for secure data visualization with row-level access controls, enabling HR analysts to spend more time on strategic analysis instead of manual data collection and processing.
• *Populix, Indonesia's leading consumer insight platform with a panel of 1 million respondents, migrated to Google Cloud and built an AI research assistant using Gemini and Vertex AI to automate survey creation and analysis. The company sped up delivery time for end-to-end research by over 50% and reduced QA time by 40%.
• *Precis Digital, a Stockholm-based digital marketing agency, built its Alvie data platform on BigQuery and Cloud Run, enabling it to launch to its entire customer base overnight. With just 15 developers, the company runs hundreds of thousands of jobs daily and uses Gemini to automatically populate form data in 300 milliseconds.
• Servicios Orienta, a Mexican personal wellness and organizational efficiency company, has adopted AI-based solutions to analyze large volumes of data, interpret results, and provide recommendations that enhance the customer experience.
• *Sojern, a leading digital marketing platform for the travel industry, built its AI-driven audience targeting system on Vertex AI and Gemini, processing billions of real-time traveler intent signals to generate more than 500 million daily predictions. The company reduced audience generation time from two weeks to less than two days while helping clients achieve a 20-50% improvement in cost-per-acquisition.
• *Wisesight, a Thailand-based social media analytics and marketing consultancy established in 2007, uses Gemini on Google Cloud to analyze large volumes of social voice data and deliver intelligent insights to clients. The platform reduced research, insights, and content creation time from two days to just 30 minutes, making data analysis accessible even to individuals with no prior data analysis experience.
• *WITHIN, a performance branding agency, uses NotebookLM to generate insights rooted in first-party data to stay aligned with client specifics, and creates custom Gems based on its unique agency perspective to ensure brand consistency. The AI tools help the team deliver impactful results and maximize client ROI across global teams in a hybrid work environment.
• Workday is using natural language processing in Vertex AI Search and Conversation to make data insights more accessible for technical and non-technical users alike.
• *XEBO.ai, an AI-powered experience management platform founded in 2018 in India, integrated Gemini into its platform to analyze large volumes of customer survey data and derive actionable insights for businesses. The company achieved a 20% increase in overall productivity by completing tasks in minutes that previously required hours, while also reducing time spent on operational tasks by 30%.
• Zenpli, a digital identity partner for other businesses, leverages the multimodal capabilities of the models available in Vertex AI to provide its clients with a radically enhanced experience: a 90% faster onboarding process with contracts, a 50% reduction in costs thanks to AI-powered automation, and superior data quality that ensures regulatory compliance.
• *Zoi uses Gemini to provide AI-powered search for enhanced data insights and AI assistance in document creation. The technology democratization empowers employees to unlock new value and break down data silos that hinder digital transformation.
  Financial Services
  Customer Agents
• *Albo, a Mexican neobank, uses Gemini models to power its "Albot" AI chatbot that provides 24/7 financial advice, customer onboarding, and support to millions of first-time banking users. The platform advances financial inclusion while streamlining regulatory compliance and improving operational efficiency.
• Apex Fintech Solutions is leveraging Google Cloud to power seamless access, frictionless investing, and investor education at scale. Using BigQuery, Looker, Google Kubernetes Engine, Apex is enhancing accessibility to financial insights while laying the groundwork for AI-driven innovation.
• Banco Covalto in Mexico is transforming its operations with gen AI to streamline processes and enhance customer experience, reducing credit approval response times by more than 90%.
• *Banco Macro, Argentina's leading private national bank with over 6 million customers, uses BigQuery, Vertex AI, and Gemini to power conversational AI assistants for customer service and enable 30+ business domains to create and share machine learning models. The platform accelerated data processing times, allowing teams to generate data products at previously unimaginable speeds.
• Bud Financial uses its Financial LLM, powered by Gemini models, to provide personalized answers to customer queries and automate banking tasks, such as moving money between accounts to avoid overdrafts.
• *Commerzbank were early adopters of Customer Engagement Suite, using it to build Bene, their own specialized chatbot. They are now leveraging Gemini to further enhance the experience, enabling it to handle over 2 million chats and successfully resolve 70% of all inquiries.
• Contabilizei is improving customer service in Brazilian financial services with “The Concierge,” its AI solution powered by Vertex AI. Using tools like Vertex AI Search and Model Garden, the platform delivers fast, personalized responses.
• *Definity, with help from Google Cloud partner Deloitte, leverages Google’s AI capabilities to summarize calls, automate caller authentication, analyze customer sentiment, and provide real-time recommendations to contact center team members — reducing call handle times by 20% and boosting productivity by 15%.
• Discover Financial has created the Discover Virtual Assistant, powered by generative AI, that can assist customers directly and provide additional information to Discover service agents, delivering smoother, more efficient, and more satisfying interactions to customers around the world — in whatever channel they prefer.
• Figure, a fintech offering home equity lines of credit, leverages Gemini’s multimodal models to create AI-powered chatbots that help streamline, simplify, and accelerate lending experiences for both consumers and employees.
• Fundwell helps businesses secure the funding they need to grow with speed and confidence. Utilizing Google Cloud, Fundwell simplifies the customer journey by analyzing financial health with AI to match businesses with their ideal funding solution.
• ING Bank aims to offer a superior customer experience and has developed a gen AI chatbot for workers to enhance self-service capabilities and improve answer quality on customer queries.
• *Loft migrated 100% of its real estate technology platform data to Google Cloud in two phases over three months, implementing BigQuery for data analytics and Gemini 2.0 Flash for AI-powered features. The migration delivered a 40% reduction in costs and 15% reduction in customer support tickets, while enabling 900 weekly mortgage simulations via WhatsApp and connecting 9,000 real estate agencies with improved usability and response speed.
• *OneUnited Bank, America's largest Black-owned bank, deployed Contact Center AI and Dialogflow to automate customer support workflows after its customer base doubled in 60 days in 2020. The bank reduced call resolution time from six to four minutes and cut agent onboarding time from four to six weeks down to one to two weeks.
• Safe Rate, a digital mortgage lender, is using Gemini models to create an AI mortgage agent that includes gen AI chat features like “Beat this Rate” and “Refinance Me;” these help borrowers quickly compare different rates and get personalized quotes in under 30 seconds.
• Scotiabank is using Gemini and Vertex AI to create a more personal and predictive banking experience for its clients, including powering its award winning chatbot, which continues to elevate the bank's digital offerings and highlights the value of AI technology to enhance the digital client experience.
• SEB, a Nordic corporate bank, has support from Bain & Company to develop an AI agent for the wealth management division. The agent, built with Google Cloud, enhances end-customer conversations with suggested responses and generates call summaries, helping to increase efficiency by 15%.
• United Wholesale Mortgage is transforming the mortgage experience with Vertex AI, Gemini, and BigQuery, already more than doubling underwriter productivity in just nine months, resulting in shorter loan close times for 50,000 brokers and their clients.
• Wayfair automates its product catalog enrichment and now updates product attributes 5x faster, achieving significant operational cost savings.
  Employee Agents
• ATB Financial, a leading financial institution in Alberta, Canada, has successfully deployed Google Workspace with Gemini to its more than 5,000 team members, allowing them to automate routine tasks, access information quickly, and collaborate more effectively, all while ensuring data is secure and trustworthy.
• Banco BV implemented Agentspace, enabling its employees to use gen AI technologies for research, assistance, and operations across several of its critical systems, in a secure and compliant manner.
• Banco Rendimento, a currency exchange market, is using Vertex AI and other solutions to create a service that enables sending international transfers through WhatsApp, delivering 24/7 service without requiring a representative to complete the transaction.
• Banestes, a Brazilian bank, used Gemini in Google Workspace to streamline work dynamics, such as accelerating credit analysis by simplifying balance sheet reviews and boosting productivity in marketing and legal departments.
• Bank of New York Mellon built a virtual assistant to help employees find relevant information and answers to their questions.
• *BBVA, a global bank with 100,000 employees in more than 25 countries, uses Gemini in Google Workspace to summarize, draft, and find information across emails, chats, and files, and create professional documents, presentations, spreadsheets, and videos. Employees report that automating repetitive tasks with AI saves them nearly three hours per week on average.
• *BBVA, also uses NotebookLM for research tasks, generating audio overviews of complex findings, and creating reports. The AI-powered research and writing assistant helps employees free up time for more strategic, customer-focused work.
• *Chiba Bank, a major regional bank in Japan, partnered with Google Cloud's Advanced Solutions Lab to train employees in AI and machine learning. They built a Gemini Pro-based chatbot prototype that answers questions about internal banking policies and procedures and enables employees to access policy information through natural language queries.
• Citi uses Vertex AI to deliver gen AI capabilities across the company, fueling generative AI initiatives related to developer toolkits, document processing, and digitization capabilities to empower customer servicing teams.
• Commerzbank, a leading German bank, implemented an AI agent powered by Gemini 1.5 Pro to automate the documentation of client calls, freeing up its financial advisors from tedious manual processes; a significant reduction in processing time allowed advisors to focus on higher-value activities like building client relationships and providing personalized advice.
• DBS, a leading Asian financial services group, is reducing customer call handling times by 20% with Customer Engagement Suite.
• Deutsche Bank has created DB Lumina, an AI-powered research tool that accelerates the time it takes financial analysts to create research reports and notes. Work that used to take hours or even days can now be completed in a matter of minutes, all while maintaining data privacy requirements for the highly regulated financial sector.
• Discover Financial helps its 10,000 contact center representatives to search and synthesize information across detailed policies and procedures during calls.
• *Equifax a global credit bureau, uses Gemini's "take notes for me" feature in Google Meet to create transcripts, summaries, and action items from calls, putting all details in one place to share with anyone who misses a meeting. During a trial, 97% of participants wanted to keep their Gemini licenses after experiencing the productivity benefits.
• *Equifax also uses Gemini to help help desk representatives look deeper at data to determine how to improve the service they provide to end users. During a trial with over 1,500 participants, 90% saw an increase in work quality and quantity, and employees from nearly all business units saved more than one hour per day.
• FinQuery, a fintech company, is using Gemini for Google Workspace as a valuable productivity and collaboration tool to help in brainstorming sessions, draft emails 20% faster, manage complex cross-organizational project plans, and aid engineering teams with debugging code and evaluating new monitoring tools.
• Five Sigma created an AI engine which frees up human claims handlers to focus on areas where a human touch is valuable, like complex decision-making and empathic customer service. This has led to an 80% reduction in errors, a 25% increase in adjustor’s productivity, and a 10% reduction in claims cycle processing time.
• Generali utilizes Vertex AI and Google Cloud solutions to enable salespeople to access policy information instantly through natural language queries.
• *Hang Seng Bank, Hong Kong's largest local bank, is using Vertex AI to power a new knowledge management platform, which enables contact center representatives to easily retrieve information with AI-powered search from millions of documents around products and regulations.
• HDFC ERGO, India's leading non-life insurance company, built a pair of insurance "superapps" for the Indian market. On the 1Up app, the insurer leverages Vertex AI to give insurance agents context-sensitive "nudges" through different scenarios to facilitate the customer onboarding experience.
• HDFC ERGO also runs advanced data insight from BigQuery through Vertex AI to drive highly personalized offerings for consumers in specific geographical locations.
• Hiscox used BigQuery and Vertex AI to create the first AI-enhanced lead underwriting model for insurers, automating and accelerating the quoting for complex risks from three days down to a few minutes.
• Loadsure utilizes Google Cloud's Document AI and Gemini AI to automate insurance claims processing, extracting data from various documents and classifying them with high accuracy. This has led to faster processing times, increased accuracy, and improved customer satisfaction by settling claims in near real-time.
• *Macquarie Bank improved their help center resolution rate by 16% after deploying their "smart agent" to assist with fraud protection and self service capabilities such as recommendations to save money.
• Multimodal, part of the Google for Startups Cloud AI Accelerator, automates complex financial services workflows with multimodal AI agents that can process documents, query databases, power chatbots, make decisions, and generate reports.
• OSTTRA chose Google Workspace to boost teamwork, and Gemini is now helping automate tasks like writing proposals and generating interview questions, using features like “Help me write” to save employees time and increase productivity.
• Pinnacol Assurance, Colorado’s largest worker’s compensation carrier, leans on Gemini to accelerate repetitive tasks, such as creating questions for client interviews and digging deeper into insurance claims, with 96% of surveyed employees reporting time savings.
• *Plutos ONE, a licensed Bharat bill payment system provider and India's largest merchant-funded offers platform with 400+ online brands, migrated to Google Cloud to meet regulatory compliance requirements. The company reduced audit preparation time by 40%, cut security incident response times by over 50%, and achieved 25% lower operational costs compared to on-premise alternatives.
• *Qualia Clear is an agentic system that transforms real estate closings by automating manual title & escrow workflows. It uses tool calling, Gemini 2.5 Flash & Pro, and Google Agent Development Kit to process emails and documents and simplify reporting, improving efficiency and customer service.
• *Questrade Financial Group, a Canadian financial services company, uses Gemini in Google Workspace to generate speaker notes for presentations, brainstorm ideas, conduct research, and summarize documents. Gems help write blog posts in a couple of hours that previously took two days to research and write.
• *Questrade Financial Group also uses Gemini to synthesize information from various files on Google Drive and NotebookLM to generate engaging audio versions of lengthy reports. Employees can listen to audio versions while performing other tasks, boosting productivity and saving time searching for relevant material.
• *Rogo, an AI platform for Wall Street serving 6,000+ investment bankers and analysts, uses Gemini 2.5 Flash and Vertex AI to automate financial workflows including building slide decks, generating company profiles, and drafting investment memos. Switching to Gemini 2.5 Flash reduced hallucination rates from 34.1% to 3.9% while supporting 10x growth in tokens per query, giving Rogo's team trust in the platform's accuracy for critical financial analysis.
• ROSHN Group, one of Saudi Arabia’s leading property developers has built RoshnAI, an internal assistant that leverages a combination of AI model that include Gemini 1.5 Pro and Flash to generate valuable insights from ROSHN's internal data sources for its employees.
• *Seguros Bolivar, an insurance provider in Colombia, uses Gemini to streamline collaboration when designing insurance products with partner companies, achieving faster turnaround times and greater alignment. Since adopting Google Workspace and Gemini, the company has reduced costs by 20-30% and improved cross-company collaboration.
• *Stacks, an Amsterdam-based accounting automation startup founded in 2024, built its AI-powered platform on Google Cloud using Vertex AI, Gemini, GKE Autopilot, Cloud SQL, and Cloud Spanner to automate monthly financial closing tasks. The company reduced closing times through automated bank reconciliations and workflow standardization, with 10-15% of its production code now generated by Gemini Code Assist.
• *Stream offers financial tools to employers and employees and is using Gemini models to handle more than 80% of its internal customer inquiries, including questions about pay dates, balances, and more.
• Symphony, the communications platform for the financial services industry, uses Vertex AI to help finance and trading teams collaborate across multiple asset classes.
• Tributei was founded in 2019 to simplify the complex tax assessment processes for Brazil’s state VAT. ML resources help Tributei simplify not only tax assessments but also tax management tasks, with performance improved by 400%. This initiative has already helped 19,000 companies automate and audit VAT-related transactions, spotting more than BRL 15 million in tax overcharges.
• The Trumble Insurance Agency is using Gemini for Google Workspace to significantly improve its creativity and the value that it delivers to its clients with enhanced efficiency, productivity, and creativity.
• wealth.com built a platform that simplifies estate planning while equipping financial advisors with powerful tools to visualize and manage complex plans. Its new AI-powered Ester chat agent helps accurately and securely extract information from complex and lengthy planning documents, like trusts and wills.
• Wells Fargo will be deploying Agentspace across the company to streamline internal operations, shorten decision times, and transform how it serves customers.
• *Wells Fargo also uses Apigee API Management to scale generative AI adoption across teams by building task-specific, reusable APIs that simplify experimentation and model integration. The company deployed a RAG-based tool for branch bankers that retrieves policies and procedures during customer interactions, reducing workflow for query resolution by approximately 20%.
• *Worldline, a global payment services company founded in 1972 that operates in 56 countries and processes millions of secure transactions daily, is migrating its North American payment platform infrastructure to Google Cloud using Security Command Center and Cloud Identity for enhanced security and compliance visibility. The migration is expected to generate significant annual infrastructure cost savings while accelerating development cycles from quarterly releases to continuous deployment.
  Creative Agents
• *ATB Financial, the largest Alberta-based financial institution with over $62.3 billion in assets under management, uses Gemini to help marketing teams brainstorm new campaigns without waiting for subject matter experts. The AI reduced project timelines by up to two weeks, with 40% of team members using Gemini daily and saving approximately two hours per week.
• *Chiba Bank, a major regional bank in Japan, partnered with Google Cloud's Advanced Solutions Lab to train employees in AI and machine learning. They developed an AI system prototype that generates advertising creative content from text and image prompts.
• *eToro, a global trading and investing platform, has pioneered a groundbreaking approach to marketing by using Veo to create advertising campaigns. This enables eToro to rapidly generate professional-quality, culturally specific video content across the global markets it serves, which would traditionally require extensive production timelines and significant budgets.
  Code Agents
• CME Group, which operates the Chicago Mercantile Exchange, says most developers using Gemini Code Assist report a productivity gain of at least 10.5 hours a month.
• Commerzbank is enhancing developer efficiency through Code Assist's robust security and compliance features.
• *Questrade Financial Group, a Canadian financial services company, uses Gemini with AppSheet to enable less technical users to create intelligent applications, building solutions and workflows in minutes that previously took hours. The AI democratizes coding by making app development accessible to business users without technical backgrounds.
• Regnology, a provider of regulatory reporting services, built its Ticket-to-Code Writer tool with Gemini 1.5 Pro to automate the conversion of bug tickets into actionable code, significantly streamlining the software development process.
• ROSHN Group is using Gemini Code Assist and Cloud Assist to increase the productivity of its engineers who are working on its unique real estate shopping website and app; shortly after launch, the organization was able to register 45,000 new users and conduct 9,400 completed purchases digitally.
  Data Agents
• *ATB Financial, the largest Alberta-based financial institution with over $62.3 billion in assets under management, uses Gemini integrated with Google Sheets to provide analysts with fast access to formulas. The AI helps reduce routine work, with team members saving approximately two hours per week and 40% using Gemini daily.
• *Bud Financial, a data intelligence provider focused on banking clients, leverages DataStax Astra DB on Google Cloud with Gemini. The platform enables ultra-fast processing of complex financial data, helping clients reduce fraud by over 90% and shortening the time required to access critical data analytics from weeks to minutes.
• *Carbon Underwriting, a Lloyd's of London syndicate, uses Gemini to automate complex tasks like categorizing claim descriptions and occupancy data — processes that previously required months of manual data science work but now deploy in days. The company built its Graphene platform on BigQuery and Google Cloud, enabling a lean team of three engineers to scale Gross Written Premiums from £15 million to over £300 million in five years while reducing data processing time from days to hours.
• *Causal, a financial planning platform, uses Cloud SQL and Gemini models to power its data foundation and accelerate innovation. By offloading database management, the company built an AI-powered wizard that helps users connect data, analyze patterns, and generate financial models in just five minutes.
• CERC, a Brazilian financial infrastructure company, manages more than 500 million daily transactions using Databricks, BigQuery, and Gemini. This increased processing capacity by 10x without adding to the workforce, allowing the company to process millions in revenue forecasts in just two minutes and accelerate analytics for customers.CERC now processes 100,000 transactions per second with its infrastructure on Google Cloud.
• Ci Banco leverages Google Cloud technologies across more than 50 projects, including a document management system powered by Vertex AI. This system has optimized the document review process for their trust authorization procedures, reducing the time from one week to less than two hours.
• Citadel, a top financial institution, is now able to facilitate market data modeling and training, with a 20% price and performance improvement using Google Cloud TPUs.
• CME Group is building a first-of-its-kind cloud-based commodities trading platform with AI tools built-in, offering CME’s trading customers access to deeper insights and smarter trades as well as rapid experimentation on new trading strategies that won’t interrupt existing trade flows.
• Digits developing next-gen accounting software for startups and small businesses. Using AI-driven bookkeeping, expense management, and financial analysis, Digits enables business owners to achieve financial clarity and focus on growth.
• Dojo is enabling millions of secure, reliable, and ultra-fast payment experiences daily, empowering businesses to serve more customers. Dojo is leveraging Google Cloud gen AI services like Looker and Gemini models to explore innovative use cases that offer more intuitive, natural ways to engage with payment data.
• *Fiscal.ai is reinventing financial data infrastructure. Its AI-native platform transforms unstructured public filings into clean, standardized data in minutes, replacing the slow, error-prone legacy of manual aggregation and delivering the mission-critical insights that today's top investors demand.
• *Fundwell, a business financing platform connecting over 5,000 businesses with funding partners, uses Vertex AI to build Nebula, a document intelligence application that automates financial document analysis and risk assessment. The AI-powered system supports funding disbursement in as little as 24 hours and has generated $22 million through a self-serve customer portal.
• Generali Italia, Italy's largest insurance provider, used Vertex AI to build a model evaluation pipeline that helps ML teams quickly evaluate performance and deploy models.
• *Grupo Quom, a Mexican holding company operating payment platform Tekae for 100,000 businesses, migrated to Google Cloud to reliably process over 1,000,000 daily transactions that previously caused service outages during traffic spikes. The migration reduced operational costs by 40% to 60% while completely eliminating downtime, and positioned Quom as an AI early adopter by purchasing one of the first 10 Gemini licenses.
• Hiperstream is using Gemini to analyze specific information and automatically categorize it, resulting in a 200% increase in the performance of data flows and communications for its financial and B2B customers.
• Intesa Sanpaolo built its Democratic Data Lab using data analytics and AI to enable its risk management team to keep up with the rapid changes and complexity of modern financial markets. By democratizing access to data, the Democratic Data Lab is empowering other departments across the bank to have more oversight and control of risks.
• Kredito, a Chilean fintech pioneer in online lending, created an AI-based risk assessment model that improved the prediction of payment behaviors and helped clients access working capital more quickly.
• *Lloyds Banking Group, the UK's largest digital bank, uses Vertex AI to scale machine learning experimentation across over 300 data scientists and AI developers. The bank reduced income verification in mortgage applications from days to seconds, while launching 18 GenAI systems into production across its business.
• *M-DAQ Global, a fintech group specializing in foreign exchange and cross-border payment solutions, uses Vertex AI and Google Kubernetes Engine to power its AI-driven Know Your Business (KYB) compliance solution. The natural language processing-based system automates compliance tasks and improves productivity by 30 times, reducing onboarding times and eliminating manual bottlenecks in customer verification.
• Macquarie in Australia has been using predictive AI to clean and unify 100% of its data, so teams can then draw insights using gen AI tools in Vertex AI, removing roadblocks and reducing the noise to drive better results for employees and customers.
• MSCI, a leading publisher of market indices and data, uses machine learning with Vertex AI, BigQuery, and Cloud Run to enrich its datasets to help clients gain insights into around 1 million asset locations to help manage climate-related risks.
• *NatWest Markets, part of one of the UK's largest financial institutions, implemented Dataplex and BigQuery to automate data quality management across departments. The bank now delivers data-quality insights daily instead of monthly and reduced the time spent writing and implementing data rules by a third compared to its previous manual approach.
• *Oper Credits, a Belgian mortgage digitization company serving about 20 banks across six countries, uses Vertex AI to automate document verification that previously required several hours of manual work. The company aims for 90% of loan applications to be complete and compliant on first submission, up from the current 30-40% in Belgium where most are returned due to missing or incorrect information.
• *Rogo, a generative AI platform built for the financial industry, uses Google Cloud solutions like Dataflow, Spanner, and Vertex AI to automate complex research and analysis for the world's leading investment banks and private equity firms. Gemini 2.5 Flash enabled the platform to cut AI modeling time from months to hours and reduce hallucination rates from 34.1% to 3.9%.
• Snowdrop leverages Google Cloud's AI and geospatial data, including Google Places and Vertex AI, to enrich transactional data for financial institutions. This automation has led to a 40% improvement in data accuracy, a 15% increase in merchant-to-transaction matching, and the ability to process over 2.1 billion transactions monthly while scaling globally.
• SURA Investments, the largest asset manager in Latin America, developed an AI-based analysis model for employees that allows them to better understand customer needs and improve customer experience and satisfaction.
• Syte's AI-driven property platform allows the retrieval of all relevant characteristic data on properties and its development, expansion, and conversion potential in real-time, making it easy to identify sites and buildings for re-densification.
• *Stax AI, a retirement administration platform, uses Google Cloud's generative AI and MongoDB to automate data extraction from complex financial documents. The solution processes thousands of brokerage statements in minutes, not hours, helping administrators respond to client inquiries and meet compliance deadlines in a fraction of the time.
• *UOB Asset Management (UOBAM), a Singapore-based asset manager established in 1986, used Vertex AI to improve its proprietary AI hedging model, reducing processing time from 48 hours to two hours per trade. The enhanced model outperformed the buy-and-hold strategy by 28.75% and improved performance by 52.55% over the original model, potentially delivering close to an extra $10 million for every $100 million deployed.
• *WealthAPI, a German fintech company, uses DataStax Astra DB on Google Cloud with Gemini to deliver real-time financial insights to millions of users. The platform's scalability allows it to analyze hundreds of thousands of transactions per second and has reduced response times by 90% for its customers.
  Security Agents
• Airwallex, an Australian multinational fintech company, detects and manages fraud in real time in a scalable, always-available environment, powered by Vertex AI, Google Kubernetes Engine, and GitLab.
• Apex Fintech Services is using Gemini in Security to accelerate the writing of complex threat detections from hours to a matter of seconds.
• BBVA uses AI in Google SecOps to detect, investigate, and respond to security threats with more accuracy, speed, and scale. The platform now surfaces critical security data in seconds, when it previously took minutes or even hours, and delivers highly automated responses.
• Bradesco, one of the largest financial institutions in Latin America, has been using Google Cloud AI to detect suspicious activity and combat money laundering more effectively and efficiently — and was one of the early adopters worldwide of Google Cloud’s Anti Money Laundering AI.
• Charles Schwab has integrated its own intelligence into the AI-powered Google SecOps, so analysts can better prioritize work and respond to threats.
• Cloudwalk, a Brazilian fintech unicorn that currently serves more than one million customers with payment solutions, uses Google Cloud infrastructure and AI services to build anti-fraud and credit analysis models. This allowed the fintech to close 2023 with a profit of $22.3 million, showing 200% growth in its commercial base.
• Credem, a 114-year-old Italian financial institution, uses AI to enhance security for online users, offer products tailored to customer needs, and predict software malfunctions, achieving significant results in a short time.
• Dun & Bradstreet is using Security Command Center to centralize monitoring of AI security threats alongside their other cloud security findings.
• Fiserv, a developer of financial services technology, can now summarize threats, find answers, and detect, validate, and respond to security events faster with the Gemini in Security Operations platform.
• Resistant AI is building AI-powered solutions to combat fraud in financial services documentation and workflows with the help of Google Cloud. These solutions can expedite background checks, reduce fraud losses, and speed up underwriting and claims processing processes.
• *Upsure, an India-based insurtech platform, built its AI-powered solution on Google Kubernetes Engine, Vertex AI, and Gemini to help insurers create unified data lakes for anti-money laundering compliance and lead scoring. The platform supports more than 1 million daily users across over 2,000 locations with 99.9% uptime and response times in milliseconds.
  Healthcare and Life Sciences
  Customer Agents
• Bennie Health uses Vertex AI to power its innovative employee health benefits platform, providing actionable insights and streamlining data management in order to enhance efficiency and decision-making for employees and HR teams.
• *CitiusTech, a global healthcare technology services firm, uses Google Cloud to improve patient experience, reduce administrative burden on clinical staff, and save costs for healthcare systems. The company has developed an AI search solution using Vertex AI to efficiently connect patients with the right specialists and automate critical workflows.
• Clivi, a Mexican health startup, has created a gen AI platform with Google Cloud that enables personalized and continuous monitoring of its patients to offer tailored responses, improve the volume and capacity of care, and reduce complications.
• Family Vision Care of Ponca City uses Gemini in Gmail to easily explain medical terms in patient emails and to improve accessibility.
• *Fitterfly, an India-based mobile health app helping users manage chronic diseases like diabetes and obesity, uses Gemini Flash and Vertex AI to reduce meal logging times by 80% and automate 90% of support queries. The AI-powered platform delivers precision coaching to over 30,000 users and enterprise clients including major insurers in India and UAE.
• Freenome is creating diagnostic tests that will help detect life-threatening diseases like cancer in the earliest, most-treatable stages — combining the latest in science and AI with the ease of a standard blood draw.
• Genial Care, a Latin American healthcare network, is a reference in innovative care for children with Autism Spectrum Disorder and their families. By investing in Vertex AI, the company has improved the quality of records of sessions involving atypical children and their families, allowing caregivers to fully monitor the work carried out.
• *Manipal Hospitals, one of India's largest healthcare providers serving over 7 million patients annually, uses Vertex AI and Gemini models to power its ePharmacy app that enables patients to view prescriptions, order medications, and arrange delivery after consultations. The AI platform reduces average order time from 15 minutes to less than 5 minutes while achieving 99% accuracy.
• *Moody Month, a daily health and wellness tracker used by more than 100,000 women, built its AI-powered platform using Cloud Run, Gemini 2.5 Pro, and BigQuery to deliver personalized hormone forecasts while keeping sensitive health data secure. The company serves 100,000 users a month for just £1,000 with its scalable Google Cloud microservices infrastructure.
• Orby is combining AI and neurotechnology, applying complex mathematical models, Google Cloud’s IT resources, and Gemini to create a “digital brain.” This solution supports patients’ rehabilitation, helping them to recover lost motor skills and reduce their pain.
• *Pear Health Labs, a health and fitness AI platform, develops personalized interventions to prevent chronic conditions. It powers recommendations, content search, and dynamic audio coaching. It uses Vertex AI Voice Generation, Vector Search in BigQuery, and the engineering team leverages Gemini Code Assist.
  Employee Agents
• American Addiction Centers was able to reduce employee onboarding from three days to 12 hours using Gemini for Google Workspace, and is now exploring how to streamline tasks like generating safety checklists for medical staff, saving valuable time and improving patient care.
• Asepha, part of the Google for Startups Cloud AI Accelerator, is building fully autonomous AI pharmacists to help automate manual work.
• Bayer is building a radiology platform that will assist radiologists with data analysis, intelligent search, and document creation that meet healthcare requirements needed for regulatory approval.
• BenchSci develops generative AI solutions empowering scientists to understand complex connections in biological research, saving them time and financial resources and ultimately bringing new medicine to patients faster.
• Better Habits uses Google Workspace with Gemini to reduce the time spent developing communication plans, allowing them to focus on delivering high-quality wellness workshops.
• Certify OS is automating credentialing, licensing, and monitoring of medical providers for healthcare networks, relieving the burden of time-consuming and often siloed information.
• Click Therapeutics develops prescription digital therapeutics designed to treat disease. Its Clinical Operations team leverages Gemini for Google Workspace to transform complex operations data into actionable insights so they can quickly pinpoint ways to streamline the patient experience in clinical trials.
• Mark Cuban’s Cost Plus Drugs widely uses Gemini for Google Workspace, estimating that employees are saving an average five hours per week just with AI capabilities in Gmail. Gemini is also streamlining time-consuming, manual processes through uses like AI-generated transcriptions and auto-formatting of pharmaceutical lab results or FDA compliance documentation.
• Covered California, the state’s healthcare marketplace, is using Document AI to help improve the consumer and employee experience by automating parts of the documentation and verification process when residents apply for coverage.
• *CoVet is an AI assistant built by veterinary professionals, for veterinary professionals, that uses Gemini, Cloud Functions, and other solutions to help veterinary teams automate administrative work, save hours every day, and refocus on what matters most: exceptional patient care.
• Cradle, a biotech startup, is using Google Cloud's generative AI technology to design proteins for drug discovery, food production, and chemical manufacturing. By leveraging TPUs and Google's security infrastructure, the company accelerates R&D processes for pharmaceutical and chemical companies while protecting sensitive intellectual property.
• CytoReason uses AI to create computational disease models that map human diseases, tissue by tissue and cell by cell, to help pharma companies shorten clinical trials and reduce the high costs of drug development. CytoReason has been able to reduce query time from two minutes to 10 seconds.
• Dasa, the largest medical diagnostics company in Brazil, is helping physicians detect relevant findings in test results more quickly.
• DaVita is developing dozens of AI models to transform kidney care, including analyzing medical records, uncovering critical patient insights, and reducing errors. AI enables physicians to focus on personalized care, resulting in significant improvements in healthcare delivery.
• *Digital Diagnostics, a healthcare diagnostics company, uses Google Cloud’s secure infrastructure to enhance the reach of LumineticsCore, its AI-powered diagnostic tool for diabetic retinopathy. This approach protects sensitive health data and ensures patient privacy and regulatory compliance.
• *Elanco, a global leader in animal health with thousands of manufacturing compliance documents, uses Gemini within its Elanco.ai platform to automatically sort, summarize, compare, and restructure information from over 2,500 unstructured policy and procedure documents per manufacturing site. The AI agent improves accuracy and consistency of compliance documentation, reducing the risk of outdated or conflicting information that could cost up to $1.3 million in productivity impact at large sites.
• *Fingerpaint, a full-service pharmaceutical marketing agency, uses NotebookLM to conduct real-time quality assurance and fact-checking for drug efficacy claims and craft compelling strategic marketing narratives. The AI addresses the challenge of verifying LLM outputs in an industry where every claim must be meticulously fact-checked and supported by scientific literature and clinical trial data, enabling the agency to scale its use of AI.
• Hackensack Meridian Health has developed a clinical decision-making tool that analyzes large patient data sets to identify patterns and trends. These insights can be used to help providers make better decisions about patient care.
• HCA Healthcare is testing Cati, a virtual AI caregiver assistant that helps to ensure continuity of care when one caregiver shift ends and another begins. The healthcare network operator is also using gen AI to improve workflows on time-consuming tasks, such as clinical documentation, so physicians and nurses can focus more on patient care.
• Hemominas, Brazil's largest blood bank, partnered with Xertica to develop an omnichannel chatbot for donor search and scheduling, streamlining processes and enhancing efficiency. The AI solution has the potential to save half-a-million lives annually by attracting more donors and optimizing blood supply management.
• Highmark Health is building an intelligence system equipped with AI to deliver valuable analytics and insights to healthcare workers, patients, and members, powered by Google Cloud’s Healthcare Data Engine.
• *Infinitus, one of the most trusted agentic healthcare communications platforms, automates clinical and administrative conversations at scale. Our AI agents powered by Gemini's multimodal capabilities have completed over 5x more conversations than any other solution with payors, patients, and providers to drive revenue and improve health outcomes
• *iSono Health, a medical imaging company, developed a Virtual Sonographer, an intelligent, automated 3D Ultrasound platform powered by Google Cloud AI. The platform brings breast imaging directly to the point of care, providing fast, accessible, and repeatable imaging.
• *Kyoto University Hospital partnered with Fitting Cloud to develop CocktailAI, a medical document generation system using Vertex AI with Gemini and MedLM that automates clinical referral letters and discharge summaries. Doctors who previously spent 3-4 hours after each day's appointments on documentation can now generate documents that require only minor review and corrections.
• *Manipal Hospitals, one of India's largest healthcare providers with more than 10,500 beds, is pioneering the use of Gen AI to automate nurse handoff documentation by generating comprehensive reports that summarize patient information, medication changes, laboratory results, and vital signs. The solution reduces handoff time from 90 minutes to approximately 20 minutes per nurse.
• PwC uses AI agent technology, powered by Google Cloud, to help oncology clinics to streamline administrative work so that doctors can better optimize the time they spend with patients.
• Sami Saúde uses Gemini for Google Workspace to automate repetitive tasks, empowering care providers and accelerating access to care. This has resulted in a 13% increase in productivity, 100% of patient summaries being generated by AI, and more accurate diagnoses for improved patient outcomes.
• Seattle Children's Hospital is pioneering a new approach to clinical care with its Pathway Assistance solution, which makes thousands of pages of clinical guidelines instantly searchable by pediatricians.
• *Seattle Children's is also using a HIPAA-compliant version of Gemini in Google Workspace to speed up writing meeting notes, drafting emails, and creating tickets. Physicians now draft emails, notes, and tickets in seconds instead of hours, reducing administrative load and enabling more time for patient care.
• *SIGNAL IDUNA, a leading German insurance provider, partnered with Google Cloud, Boston Consulting Group (BCG), and Deloitte to develop Co SI — a cutting-edge AI knowledge assistant that helps customer service agents resolve complex health insurance inquiries, quickly and accurately. For less experienced agents, information searches are 30% faster and inquiries that previously required further escalation dropped from 27% to just 3%
• Straloo uses Gemini to innovate the diagnostic approach in its digital rehabilitation platform, helping doctors and physical therapists prescribe appropriate treatments for those suffering from knee and back pain.
• *Tali.ai is the leading medical AI scribe platform, designed to reduce the administrative burden of clinicians. Integrated with multiple EMRs across the U.S. and Canada, it leverages Google’s Vertex and Gemini models to automate clinical note-taking during patient encounters and extract key insights.
• *Think Research, a provider of knowledge-based digital health software solutions, uses Google Cloud’s scalable infrastructure and analytics tools to power its platform. This enables the company to deliver more efficient patient care and improve health outcomes.
• Ubie, a healthcare-focused startup founded in Japan, is using Gemini models via Google Cloud to power its physician assistance tool.
• Ufonia helps physicians deliver care by using Google Cloud’s full AI stack alongside its own clinical evidence to automate routine clinical consultations with patients, transforming the experience for both patients and clinicians.
• *Virbac, an animal health pharmaceutical company, uses Gemini in Google Workspace to compare supplier quotes for procurement and draft legal clauses for the legal department. The AI automates low-impact tasks, allowing teams to focus on high-value priorities that directly support animal health.
• *Virbac also uses Gemini models to pilot an HR chatbot that streamlines international collaboration and automates routine tasks. The deployment includes clear AI governance and onboarding sessions to build AI awareness across the organization.
• WellSky is integrating Google Cloud's healthcare and Vertex AI capabilities to reduce the time spent completing documentation outside work hours.
• Wipro is supporting a national healthcare provider in using Google Cloud’s AI agent technology to develop and adjust contracts, helping to optimize and accelerate a historically complex and time-consuming task while improving accuracy.
  Data Agents
• Amigo Tech launched Amigo Intelligence, a platform based on Google AI technologies that automates medical processes, reduces costs, and improves the efficiency of clinics and practices. The solution includes tools like anamnesis automation, advanced exam analysis, and a medical AI chatbot, transforming healthcare management.
• Apollo Hospitals in India partnered with Google Health to build screening models for tuberculosis and breast cancer, helping an extremely limited population of radiologists cover more patients at risk, scaling to 3 million screenings in a matter of years.
• ARC Innovation at Sheba Medical Center is using Google Cloud's AI tools, including Looker Studio and BigQuery ML, to create healthcare solutions that improve critical clinical decisions during the treatment of ovarian cancer.
• *Atropos Health, a healthcare data analytics company, optimized its GENEVA OS to work with Google Cloud’s Healthcare Data Engine (HDE) and BigQuery. This enables customers to efficiently and securely convert data into valuable insights and evidence.
• Auransa, an emerging clinical-stage biopharma company, has created a proprietary AI platform to derive a differentiated pipeline of novel drugs.
• Autoscience, a startup building AI agents to aid in scientific research, is using Google Cloud infrastructure and resources through the Google for Startups Cloud Program as it begins to build and market its products.
• Bayer built a data agent that uses gen AI in BigQuery to predict flu outbreaks. It combines Google Search trends and internal data for real-time, location-specific healthcare planning.
• Bayer and Google also announced a collaboration to drive early drug discovery that will apply AI-specialized Tensor Processing Units (TPUs) to help accelerate and scale Bayer’s quantum chemistry calculations.
• Beep Saúde, the largest home health company in Brazil, implemented an AI-powered last-mile dynamic routing system with Google Maps to optimize its operations and manage a 10% cancellation volume. The company also uses AI to speed up the processing of medical orders, aiming to reduce costs and increase efficiency to boost its expansion plans in Brazil.
• Bliss Health is transforming the insurance market with a digital channel for brokers, integrated with Google Cloud and technologies like Dialogflow and Gemini Pro. The solution has reduced its service-level agreement from four hours to seconds in transactional queries, improved operational efficiency, and eliminated bureaucracy, helping to speed up business closure.
• CerebraAI, develops AI software for analyzing non-contrast CT (NCCT) scans, with a focus on early stroke and cancer detection. It fine-tunes MedGemma on NCCT images and leverages Gemini's few-shot generalization capabilities to rapidly adapt the model for various diagnostic tasks.
• Chopo/Grupo Proa, a Mexican medical diagnostics company, leverages generative AI to integrate patient and physician data, obtaining a complete view that optimizes decision-making. This initiative has enabled a considerable reduction in acquisition costs and an increase in sales.
• *Congruence Therapeutics, a computationally driven biotechnology company, uses its proprietary platform, Revenir, to build a pipeline of small molecule correctors. The platform identifies novel allosteric and cryptic pockets in proteins to rescue aberrant function.
• *DNAstack, a leading genomics data management and analysis platform, leverages Google Cloud’s scalable infrastructure and advanced analytics tools to accelerate research and discovery in personalized medicine.
• Elanco, a leader in animal health, has implemented a gen AI framework supporting critical business processes, such as Pharmacovigilance, Customer Orders, and Clinical Insights. The framework, powered by Vertex AI and Gemini, has resulted in an estimated ROI of $1.9 million since launching last year.
• *Evogene uses Google Cloud and Vertex AI to replace life sciences' costly "spray and pray" molecular discovery — testing millions of molecules hoping to stumble into effective ones — with their computational platform. They now process 40 billion molecules versus previous millions, while using Vertex AI to develop a cutting-edge small-molecule foundation model that dramatically accelerates drug discovery timelines.
• Fairtility is using Google Cloud's AI capabilities to enhance IVF outcomes worldwide. By leveraging AI and machine learning within Google Cloud, Fairtility analyzes embryo images and related data to identify embryos with the highest potential for successful implantation, increasing the likelihood of pregnancy for patients undergoing IVF.
• *GenBio AI, a computational biology company, uses Google Cloud to power six specialized AI models in developing AI-driven digital organism simulators. These models simulate biological programming to address critical challenges in medicine and biology.
• Ginkgo Bioworks is building a next-generation AI platform for biological engineering and biosecurity, including pioneering new AI models for biological engineering applications that are powered by Vertex AI.
• *Gleamer, a French AI radiology company deployed in over 2,500 healthcare institutions across 45 countries, uses Med-PaLM and Gemini on Vertex AI to automate radiological report generation. The platform processes over 35 million exams annually and demonstrates a 30% improvement in lesion detection, allowing general radiologists to reach specialist-level performance.
• *Immunai tackles drug development's decade-long timeline with AMICA, the world's largest immune-focused single-cell database containing hundreds of millions of cells. Using Google Cloud GPU clusters, they train models that transform complex immune mechanisms into actionable recommendations for 30+ biopharmaceutical partners.
• Mayo Clinic has given thousands of its scientific researchers access to 50 petabytes worth of clinical data through Vertex AI Search, accelerating information retrieval across multiple languages.
• Mendel has built a clinical AI system designed to consolidate the longstanding silos in medical data into a knowledge base of holistic patient journeys, boosting patient recruitment for new therapies and clinical trials.
• *Menten AI, a biotechnology company, uses Google Cloud’s high-performance compute and machine learning capabilities to accelerate the development of peptide therapeutics. This allows the company to rapidly design and optimize novel drug candidates.
• *Moonwalk Bio, a preclinical-stage biotechnology company, leverages epigenetic biology and AI to pioneer new medicines for obesity and cardiometabolic disease. Their platform determines the causal relationships between genes and disease pathways for therapeutic targeting.
• The National Institutes of Health (NIH), the U.S. government’s healthcare and research agency, uses Google Cloud as part of STRIDES, the Science and Technology Research Infrastructure for Discovery, Experimentation, and Sustainability. The initiative provides easy access to high-value NIH datasets and a wide range of Google Cloud services, including compute resources, data storage and analytics, and cutting-edge AI and ML capabilities to accelerate biomedical research.
• Neomed, a Brazilian healthcare startup, works in the diagnosis of cardiovascular diseases, assisting clinics and hospitals in the management of data and reports of graphical exams. Its AI-based solution reduces the time for electrocardiogram reports to around two minutes.
• Nextnet uses Gemini and Vertex AI to uncover novel insights and knowledge for life sciences and pharmaceutical research, enabling researchers to analyze biomedical data and identify hidden relationships in scientific literature.
• Ordaōs, an AI-driven drug discovery leader, relies on its cloud computing capabilities to design, process, and analyze data for millions of protein structures, notably using Google Kubernetes Engine to achieve increased flexibility and easier scalability to take on new, larger AI projects.
• Probrain offers personalized auditory stimulation training. By implementing cloud-based gen AI solutions, it’s modernized services and reduced costs by approximately 89%. For the end consumer, this also resulted in savings of almost 50%.
• Red Interclinica, the Chilean hospital network, uses AI to make better decisions through data transformed into insights, as well as making medical care more accessible for its patients, while also reducing costs and generating more value for the organization.
• *SandboxAQ is expanding its usage of Google Cloud and running a new AI drug discovery simulation platform on Google Cloud.
• Schrödinger uses Cloud GPUs to power AI models working on advanced drug discovery.
• *Sully.ai, a healthcare AI company, has built an app store for AI agents designed specifically for healthcare professionals. The platform provides support to clinicians on administrative tasks, so they can focus on patients.
• Superluminal Medicines uses Google Cloud's computing power to analyze multiple protein structures and integrate them into dynamic protein models for drug discovery, allowing for a more accurate representation of protein behavior and the design of more precise drug interventions.
• *Triplebar, a biotechnology company, is building a genome-scale AI model for therapeutic production. Using a proprietary miniaturization process, they can test billions of cellular mutations at once, creating large datasets to train generative AI and inform new treatments.
• *Via Scientific, a bioinformatics company, partners with Google Cloud to deliver Via Foundry, an enterprise-grade platform that uses Gemini and Vertex AI to make the drug discovery process more efficient. The platform transforms complex biological data into actionable insights that can accelerate discoveries.
• *Virgo Surgical, a medical video solutions provider, uses Google Cloud Storage and Google Kubernetes Engine to host and process over 1.75 petabytes of video data. This data has been used to create EndoDINO, an AI foundation model for endoscopy that achieves high performance in medical imaging applications.
  Security Agents
• apree health uses Google Workspace to implement a Zero Trust security solution with granular access controls and device management, centralizing its data access and protecting sensitive patient data while quickly migrating nearly 1,000 users from its previous collaboration solution.
• Pfizer can now aggregate cybersecurity data sources, cutting analysis times from days to seconds.
  Hospitality and Travel
  Customer Agents
• *Agoda uses Gemini and Imagen to offer customized, hyper-personalized travel destination and itinerary suggestions, enhancing visitor engagement and bookings on the site. The AI Vacation Planner requires just eight user inputs to generate detailed travel plans in seconds, while Imagen creates hyper-realistic destination images at low cost compared to traditional sourcing methods.
• Alaska Airlines is developing natural language search, providing travelers with a conversational experience powered by AI that’s akin to interacting with a knowledgeable travel agent. This chatbot aims to streamline travel booking, enhance customer experience, and reinforce brand identity.
• *Bookme, Pakistan's largest travel tech and e-ticketing company serving over 12 million registered customers, uses Document AI, Vertex AI, and Gemini to power a conversational chatbot that delivers more efficient customer interactions. The migration to Google Cloud reduced average API load time by 50% (user dashboard APIs dropped from 700ms to 255ms) and improved platform latency from 240ms to 180ms.
• *Catchtable uses Vertex AI and Kubeflow with GPU optimization to build personalized restaurant recommendation models, achieving a 30% increase in reservation conversion rates and a 150% increase in impressions per restaurant search. The platform leverages BigQuery for data integration, Gemini for review analysis, and hybrid AI models that combine LLMs with custom embeddings to understand customer search intent and deliver real-time personalized recommendations.
• *Fitness Park, a French fitness chain, uses BigQuery to improve data reliability and plans to leverage Vertex AI and Gemini for AI-powered personalized exercise recommendations, nutrition guidance, and intelligent training programs. The migration reduced query times from hours to seconds and enabled real-time marketing campaigns previously blocked by infrastructure limitations.
• Gymshark, a leading UK fitness community and gymwear brand, is using BigQuery, Looker, Dataflow, and Vertex AI to build a unified data platform that enhances customer insights and delivers personalized fitness experiences at scale.
• *Hershey Entertainment & Resorts built a natural language chatbot using Conversational Agents in just 40 hours to serve millions of annual guests across Hersheypark, Hotel Hershey, and other Pennsylvania attractions. The AI-powered assistant personalizes responses for diverse audiences — from vacationing families to corporate event planners — autonomously handling requests and adapting content to deliver tailored guest experiences at scale.
• HomeToGo, a vacation-rental app, created AI Sunny, a new AI-powered travel assistant that supports guests while booking, and has plans to build it into Super AI Sunny, an end-to-end smart travel companion.
• Hotelplan Suisse built a chatbot trained on the business’s travel expertise to answer customer inquiries in real-time, and, following that success, it plans to use gen AI to create travel content.
• IHG Hotels & Resorts is building a gen AI-powered chatbot to help guests easily plan their next vacation directly in the IHG One Rewards mobile app.
• *Intravel makes travel storytelling shoppable. Powered by Google's Gemini AI and Edge Video, it analyzes videos in real time to match tours, hotels, and experiences. This creates instant, interactive overlays for direct booking, automating all commerce logic from discovery to commissioning.
• Mustard uses proprietary computer vision and AI technology to unlock exceptional, personalized coaching experiences for every golfer and baseball pitcher who wants to level up, all with the ease of a straightforward mobile app.
• Mystifly is a Singapore-based travel tech company that has developed Mystic, a chatbot built on Google Cloud's conversational and generative AI platforms; it offers users self-serve options that reduce the need for direct agent support, improving efficiency and customer satisfaction.
• The Papa John’s pizza chain is using BigQuery, Vertex AI, and Gemini models to build predictive tools that can better anticipate customers orders in the app, as well as an enhanced loyalty program and more personalized marketing offers. There are also plans to build an AI-powered chatbot to help handle orders.
• Priceline’s Trip Intelligence suite features one of the travel industry’s most comprehensive array of AI tools, including more than 30 new features to dramatically streamline the travel planning and booking process.
• Sabre Travel AI has developed an AI agent that personalizes offers, optimizes revenue management, and streamlines operations for travel companies; this has led to improved customer experiences and increased revenue while fostering growth for Sabre's partners.
• Six Flags theme parks has built an industry-first digital assistant who can answer guests’ questions and help them plan their whole day. Six Flags will also apply Google Cloud's capabilities in AI, analytics, and infrastructure to offer improved operations, personalization, and customer experiences across Six Flags' diverse portfolio of parks.
• Studiosus Reisen, a German travel company, worked with happtiq and Solid Cloud to migrate its 40-year old on-premise system and SAP workloads to Google Cloud to enable real-time reservations, increasing its conversion rates by 40%.
• Technogym leverages Vertex AI and Model Garden to power Technogym Coach, an AI-driven virtual trainer that creates hyper-personalized fitness programs. This increased user engagement and motivation, improved fitness outcomes, and delivered a more personalized and effective training experience.
• trivago’s new “Smart AI Search” is an advanced free-text search functionality, powered by Vertex AI Search, that allows users to search for hotels using natural language, making it easier and more personalized to find the ideal accommodations.
• *Vivaticket, an international event management and ticketing platform, plans to use Vertex AI Search to accelerate customer access to information about interesting events. Generative AI will also help Vivaticket generate recommendations and create SEO-friendly event and venue descriptions faster.
  Employee Agents
• Attache leverages Gemini for Google Workspace to streamline various tasks, such as analyzing historical data, which helped achieve an 80% reduction in calls from new arrivals, leading to happier customers and smoother stays.
• *Hershey Entertainment & Resorts uses Customer Engagement Suite to power Agnes, an agentic AI Interactive Voice Response system that identifies employees by caller ID, addresses them by name, and processes call-off requests, late notifications, and schedule inquiries. This AI assistant now handles over 25% of employee call-offs, saving eight hours of staff work per day.
• loveholidays saved 20% of their customer service cost per year after deploying Customer Engagement Suite.
• Sweets and Meats BBQ finds local events for its food trucks with help from Gemini in Sheets, easily generating a weekly schedule in seconds.
  Creative Agents
• Curb Free with Cory Lee, a popular "wheelchair travel site," shares accessible travel guides, and brainstorms new content ideas with Gemini in Docs to keep giving readers fresh and valuable info.
• Japan Airlines partnered with Brandtech Group to use its Pencil generative AI platform to mock up new ads, with creative leaders writing the strategy and Veo 2 creating the magic.
• Radisson Hotel Group personalized its advertising at scale, in collaboration with Accenture, using Vertex AI and Gemini models. By training them on extensive datasets stored in BigQuery, its ad teams saw productivity rise around 50% while revenue increased from AI-powered campaigns by more than 20%.
• Three Fold Noodles + Dumpling drafts social media posts with Gemini in Docs to stay active online without compromising on quality time in the kitchen.
• *Virgin Voyages is using Veo’s text-to-video features and Imagen to create thousands of hyper-personalized advertisements and emails. Each one perfectly matches Virgin Voyages unique brand voice at a scale that would be impossible just a year ago.
  Data Agents
• BrushBuck Wildlife Tours tracks seasonal animal movements with help from Gemini in Sheets so every visitor has a chance to marvel at Wyoming's wildlife.
• Fetcherr replaces airlines' fractured decision-making systems with their Large Market Model that simulates millions of scenarios before selecting optimal actions. Built on Vertex AI, major airlines including Virgin Atlantic, Delta, Viva Aerobus, and WestJet use the platform for predictive pricing and long-term automation strategies.
• Fitz's Bottling Company has been selling root beer since 1947 and now uses Gemini in Sheets to quickly pull together and format inventory information, helping them continue the success of the world's first root beer microbrewery.
• Hog Island Oyster simplifies sales analysis with Gemini in Sheets, creating reports on oyster sales by type, size, and quantity with a single prompt.
• Latam Airlines is leveraging Google Cloud AI to automate data management and governance, enhancing customer experience. By using generative AI, the airline optimized processes like table classification and metadata management, resulting in reduced time and costs.
• Studiosus Reisen worked with happtiq to use Vertex AI to build a custom AI model to automatically classify and filter security alerts, reducing the manual effort to active security concerns for travelers by 75%.
  Manufacturing
  Customer Agents
• Motorola’s Moto AI leverages Gemini and Imagen to help smartphone users unlock new levels of productivity, creativity, and enjoyment with features such as conversation summaries, notification digests, image creation, and natural language search — all with reliable responses grounded in Google Search.
• Oppo/OnePlus is incorporating Gemini models and Google Cloud AI into its phones to deliver innovative customer experiences, including news and audio recording summaries, AI toolbox, and more.
• Samsung is deploying Gemini Pro and Imagen 2 to its Galaxy S24 smartphones so users can take advantage of amazing features like text summarization, organization, and magical image editing.
• Samsung is using Google’s generative AI technology for Ballie — its exciting new home companion robot. Ballie will be able to engage in natural, conversational interactions to help users manage home environments, including adjusting lighting, greeting people at the door, personalizing schedules, setting reminders, and more.
• ScottsMiracle-Gro built an AI agent on Vertex AI to provide tailored gardening advice and product recommendations for consumers.
  Employee Agents
• *Adani Group, one of India's largest multinational conglomerates, uses Vertex AI Search and Vector Search to transform its internal a-connect newsletter platform, enabling employees to search through articles using semantic understanding across text, images, and videos. The AI-powered search significantly reduces average query time while providing automatic summarizations and citations.
• AES, a global energy company, uses gen AI agents built with Vertex AI and Anthropic’s Claude models to automate and streamline its energy safety audits. This has resulted in a 99% reduction in audit costs, a time reduction from 14 days to one hour, and an increase of 10-20% in accuracy.
• *Asia Digital Engineering (ADE), a leading aircraft Maintenance, Repair, and Overhaul provider born from Malaysia AirAsia's engineering department during the COVID-19 pandemic, uses Gemini and Document AI alongside Vertex AI to enhance its digital operations and maintenance services. This implementation doubled development life cycle speed through containerization and significantly accelerated data processing, allowing the team to analyze large datasets much more quickly.
• *Bynry's SMART360 leverages Google Cloud’s robust infrastructure to empower small and mid-sized utilities to enhance operational efficiency and customer satisfaction.
• Copel, a major Brazilian electric utility company, has developed an AI agent with Gemini Pro 1.5 that interacts with the company's on-premises SAP ERP system, allowing employees to ask a variety of questions using natural language.
• *Danfoss, a global manufacturer operating in over 100 countries, uses AI agents from Go Autonomous on Google Cloud to automate email-based order processing. The solution automated 80% of transactional decisions, reduced average customer response time from 42 hours to near real-time, and consolidated five systems into a single interface.
• Enpal, working with Google Cloud partner dida, automated part of its solar panels sales process. By automating the generation of quotes for prospective solar panel customers, including assessing roof size and the number of panels required, Enpal reduced the time required by 87.5%, from 120 minutes to 15 minutes.
• Honeywell, an almost 120-year-old manufacturing company, has already incorporated Gemini into building automation products and is now applying AI to transform how its engineers manage product lifecycles.
• Hydro Ottawa uses Gemini for Google Workspace to help employees automate daily tasks and collaborate more efficiently. This has resulted in better and more cost-effective services for its customers.
• *Léon Grosse, a construction industry leader, uses Gemini in Google Workspace to automate complex tasks including document summarization, data analysis, and content drafting. The AI serves as a catalyst for digital transformation, helping the company gain agility, efficiency, and stronger collaboration in a rapidly evolving industry.
• *Mercer International, a global bio-manufacturing company with 4,000 employees across the United States, Canada, and Germany, uses Gemini to translate safety training materials for its multilingual workforce. Some European facilities have seven different languages spoken on the factory floor daily, and the AI enables seamless multilingual communication.
• *Orica, a multinational company with over 14,000 employees in 100+ countries, migrated its critical SAP system to Google Cloud and recorded performance improvements of up to 18.5% for business applications. The company reduced backup times from six hours to 17 minutes and cut its monthly business planning job time by 50%.
• Plenitude leverages Google Cloud's Optical Character Recognition and Gemini Flash models to automate customer onboarding, extracting data from energy bills and verifying IDs with Document AI. This has resulted in faster onboarding, reduced fraud, and significant time savings in ID verification.
• Robert Bosch, the world's largest automotive supplier, revolutionizes marketing through gen AI-powered solutions, streamlining processes, optimizing resource allocation, and maximizing efficiency across 100+ decentralized departments.
• Suzano, the world's largest pulp manufacturer and a leader in sustainable bioeconomics, worked with Google Cloud and Sauter to develop an AI agent powered by Gemini Pro to translate natural language questions into SQL code to query SAP Materials data on BigQuery. This has resulted in a 95% reduction in the time required for queries among the 50,000 employees using the data.
• *Talgo, one of the world's foremost train manufacturers, used Vertex AI to create Sophia, an AI agent that provides conversational assistance to maintenance teams across multiple languages, including English, Russian, and Arabic.
• Trimble, a maker of software and hardware for products ranging from satellites to drones and monitors of many kinds, is leveraging Gemini for Google Workspace's advanced capabilities so employees can enhance productivity; the company has streamlined workflows, including efficient document search, concise summaries, and code generation, all within a secure and collaborative environment.
• *Workerbase, a Germany-based manufacturing platform serving clients like Siemens and Porsche, leverages Vertex AI and Google Kubernetes Engine to deliver real-time, AI-powered workflows and task instructions to shop floor operators in their preferred languages. The company's low-code app development framework accelerated workflow deployment time from months to hours, allowing supervisors and engineers to design and deploy custom applications without extensive coding expertise.
• *Zoppas Industries, a global leader in designing and manufacturing smart thermal management solutions, uses Gemini in Google Workspace to automate meeting note-taking and accelerate tasks like supplier research. The AI enables teams to create, collaborate, and innovate faster, ensuring quicker time to market and enhanced customer satisfaction.
• *Zoppas Industries also uses Gemini to support HR analysis tasks and enhance decision-making. The generative AI tools help employees work more efficiently while maintaining premium security protocols across global teams.
  Creative Agents
• Ace Sign Co. uses Gemini in Slides to mock-up designs in seconds, not hours, giving them more time and flexibility to dream big on each design — as they’ve been doing since 1887.
• Cottrell Boatbuilding writes high-quality social posts with help from Gemini in Docs, winning back time to focus on the craft they've honed for 40+ years.
• Empresas Lipigas, a leading gas sales and distribution company in Chile, is using Google Cloud's AI to build a cloud-based model that will streamline the creation of proposals for their bulk clients, resulting in faster response times and taking into account the specific needs of each project and current regulations.
• *Kärcher, the global leader in cleaning solutions, uses Gemini to generate content, create presentation slides, and produce AI-generated videos. The AI-powered solutions are integrated into daily workflows as a smart assistant, significantly accelerating collaboration and communication across the organization.
• *Mercer International, a global bio-manufacturing company operating in forests, chemical facilities, and construction sites, uses Google Vids to transform documents into professional safety training videos complete with AI voiceovers, music, and effects. The company achieved a 75% reduction in safety training production costs and condensed weeks of content development into minutes by updating materials through text editing.
  Code Agents
• Broadcom, a leading provider of semiconductors and security solutions, is using an enterprise version of Gemini Code Assist, built for teams of developers and agents and able to understand a company’s code base, standards, and conventions. [CODE]
• Far Eastern New Century (FENC) worked with Microfusion to streamline cross-border operations using Google Cloud VMware Engine to deliver 99% system availability and 20% higher scalability and build AI assistants with Vertex AI and Gemini that have increased FENC’s operational efficiency by 30% to 40%.
• Sumitomo Rubber Industries worked with Kyocera to deploy Cloud Workstations, which now natively includes gen AI capabilities through Gemini Code Assist, to drastically reduce development tasks from months to minutes — accelerating software development and time to market.
  Data Agents
• *Amarilo, one of Colombia's largest construction companies with over 100 active projects, uses BigQuery to create a centralized data repository that queries 70 million records in minutes. The platform reduced data query times from 5 hours to minutes and decreased data loading time by 80%.
• Bayer Crop Science has developed Climate FieldView, a comprehensive agricultural platform with more than 250 layers of data and billions of data points; AI-powered recommendations allow farmers to design and monitor their fields for greater yields and efficient fertilization, with the added benefit of reduced carbon emissions.
• Capital Energy, a 100% renewable electricity company, is using Vertex AI and Fortinet technologies to apply AI to energy management. The company has accelerated decision-making, maximized the value of its assets, and reduced operating costs — all while strengthening enterprise security — to take sustainable energy to new heights.
• *Caddie provides a cloud platform for manufacturing companies to digitize and search technical drawings, processing extremely large blueprint images that can be 10,000 times larger than typical images. The company uses Vertex AI with GPU support to analyze complex drawings with handwritten notes, stains, and various standards, enabling machine learning engineers to deploy APIs the same day they finish coding.
• Casa Dos Ventos, a Brazilian wind energy company, is using Vertex AI to automate processes like document analysis and image data extraction, as well as accelerating information searches in large document repositories and providing its employees with a platform that provides fast and relevant answers when consulted. In addition, Casa dos Ventos has automated the creation of project instruction files.
• *Cascades, a public company with 10,000 employees producing sustainable packaging, hygiene, and recovery solutions, migrated its business-critical SAP environment to Google Cloud and uses BigQuery as a central data repository for employees across the company to run queries predicting financials, monitoring customer demand, and balancing manufacturing schedules.
• COI Energy is facilitating equitable green energy by leveraging advanced AI technologies to identify underutilized energy capacity, what it calls “kW for Good,” which businesses can then provide to low-income households. This offers businesses tax deductions while creating a more climate-friendly economy for all.
• Elia Group, an energy transmission provider in Northern Europe, is using Vertex AI to build an "eCO2grid" that measures and forecasts the CO2 intensity of its electricity generation, with the aim of reducing greenhouse emissions.
• Guardian Bikes specializes in kid's bikes with safer brakes, and uses Gemini in Sheets to easily query and organize the massive amounts of data its factory produces.
• Ingrid Capacity, an alternative energy supplier, uses AI combined with scenario modeling to forecast energy markets and infrastructure build-up, improving the precision of its predictions. This AI-powered forecasting has increased the total output of its asset trading operations.
• *Kärcher, the global leader in cleaning solutions, uses Gemini in Google Workspace to analyze and summarize documents and simplify comparing offers from suppliers. The AI transforms tender comparison and preparation processes that were previously entirely manual and time-consuming, significantly boosting employee efficiency and productivity.
• *Kitz, a leading global valve manufacturer, built their K-DAP data analytics platform using BigQuery to analyze manufacturing and demand data across their operations. The platform reduced demand calculation processing time from 1-2 hours to 20-30 seconds, enabling teams to quickly respond to customer needs and production changes.
• *Kraftblock, a green tech company, uses Google Cloud Compute Engine to run simulations for its high-temperature thermal energy storage systems, helping energy-intensive industries like steel and ceramics decarbonize. This support helps the green tech startup optimize its solution and scale faster.
• *Labellerr, a data labeling engine, uses Vertex AI and Cloud Run to automate annotation and smart QA to help ML teams process millions of images and thousands of hours of videos in just a few weeks.
• *Mitsubishi Heavy Industries uses BigQuery and Vertex AI to predict demand for specialized sealing materials used in aircraft assembly. The system reduced monthly material waste from several million yen to eventually achieving zero waste, while enabling the team to run multiple prediction scenarios and refine accuracy based on factors like daily temperature and worker experience levels.
• *Panasonic uses BigQuery, Cloud Translation API, and Natural Language API to analyze multilingual app store reviews for its Panasonic Comfort Cloud air conditioner app across 70+ countries. The Looker Studio dashboard dramatically improved the app's Google Play Store review scores by enabling the team to prioritize feature improvements based on customer feedback and reduce operational costs for data analysis.
• Pupuk Indonesia, Asia's largest fertilizer producer, implemented Vision AI and Gemini to automate document processing workflows with partner Devoteam. The company reduced data extraction time from 5-10 minutes to 40-70 seconds and now requires only a single employee to validate results.
• Physical Intelligence, a startup developing general-purpose AI for robots, recently partnered with Google Cloud to support its foundational model development, using Google Cloud’s secure and scalable AI infrastructure.
• Solestial optimizes production of their space-stable solar cells by tracking manufacturing data with Gemini in Sheets — bringing the future of energy a step closer to liftoff.
• Southern California Edison is using geospatial capabilities and AI to improve infrastructure planning and monitoring, generate new insights, and create regional resilience for communities facing climate challenges today and tomorrow.
• Talgo, one of the world's foremost train manufacturers, built TSMART, which can collect, ingest, store, and process more than 30,000 signals per second while providing the data needed to fuel AI models that help predict failures and problems before they occur.
• Zebra Technologies, maker of industry-specialized mobile computing devices, is using Gemini to deliver on-device AI capabilities that drive better work and customer experiences, including advanced analytics and AI-driven insights for retail workers so they can make in-the-moment decisions to prevent low stock or inventory shrinkage.
  Security Agents
• TSMC, one of the world’s leading chip producers, protects its data for mission-critical workloads.
  Media, Marketing & Entertainment
  Customer Agents
• Dataïads helps brands maximize the ROI of their ad spend by increasing conversion rates and average order value. It is currently evaluating Vertex AI's ability to industrialize AI models it uses to distribute traffic and generate product descriptions and images.
• *Dailymotion, a video platform with over 400 million monthly users and a catalog of more than 100 million videos, implemented Vertex AI Search for media to optimize content discovery. The company achieved a 17% increase in post-search click-through rate in the first week of testing—a dramatic improvement over previous optimization efforts that peaked at 2%—while 80% of new users now perform a search during their first session.
• Formula E can now summarize a two-hour long race commentary into a 2-minute podcast in any language, incorporating driver data and ongoing seasonal storylines.
• Globant's Advance Video Search helps audiences find the content they need, with best-quality results. Using multimodal search in Gemini models, Globant can access specific frames within a full catalog of assets, which optimizes time and cost of operations, thus improving content monetization and boosting user engagement.
• Globo, Latin America's largest media company, created a recommendations experience inside its streaming platform that more than doubled their click-through-play rate on videos.
• The Golden State Warriors consolidated all of its data into a unified data foundation in BigQuery, so the franchise can then use Vertex AI to build a content recommendation engine to bring relevant, personalized content to fans, including real-time game highlights, scores and stats, and alerts about the latest ticket sales or other entertainment events.
• *The Korea Economic Daily developed ALICE, an AI-powered news search and curation service using Vertex AI, Vertex Search, and Gemini to process its extensive news archives and deliver personalized content. The system uses isolated tenant architecture for secure data processing and enables readers to search using natural language queries, with Gemini providing summarized answers with citations to maintain information accuracy and trust.
• *JoongAng Ilbo, a leading Korean newspaper founded in 1965, uses Vertex AI Search and Gemini models with 60 years of archived articles to power an AI search service that enables readers to query news using natural language and receive summarized insights with accurate temporal context through custom time-parsing agents. The RAG-based system limits searches to JoongAng Ilbo's own articles to eliminate hallucinations and provide accurate, comprehensive news information that would require multiple traditional keyword searches.
• *Newsweek, the global news magazine with 60 million monthly website visitors, built an AI-enabled conversational search engine using Vertex AI and Gemini that automatically translates results into seven languages. Onsite searches increased over 1,500%, from 30,000 to 500,000 per month, while article recirculation rose by 30%.
• *Satisfi Labs will begin using Gemini models to power a new agentic platform for hundreds of customers in sports, entertainment, and tourism. The Agentic Platform delivers specialized agents for guest experiences, ticketing, on-site, safety, and merchandise tuned by industry experts to help live experience businesses sell more, service faster, and gain real-time insights from every guest conversation
• *StatusPro builds NFL virtual reality experiences for gaming and training and is now developing its newest game on Google Cloud, including a new Gemini-powered in-game coach.
• Spotify has partnered with Google Cloud to cost effectively handle massive scale through BigQuery, harnessing enormous amounts of data to deliver personalized experiences to more 675 million users worldwide; Gemini also supported last year’s custom Wrapped podcasts.
• US News saw a double-digit impact in key metrics like click-through rate, time spent on page, and traffic volume to its pages after implementing Vertex AI Search.
• Vertical Hoops, a youth basketball league, uses the summarizing power of Gemini in Gmail to communicate more effectively with coaches and parents, letting founder Jason Shea shoot back to the court faster.
• YouTube achieved a 75% reduction in calls abandoned while waiting to speak to a representative using Customer Engagement Suite.
  Employee Agents
• Adwise, a Dutch marketing agency, relies on Google Workspace with Gemini to improve how they connect with clients; they outline new documents, summarize existing documents, and reply to emails (“With a simple prompt, Gemini responds in my tone of voice…”).
• England’s Football Association is training Vertex AI on the FA's historical and current scouting reports so they can be transformed into concise summaries, helping national teams discover future talent.
• *Formula E uses Gemini in Google Workspace to automate repetitive tasks, format data, and summarize information. The AI is accessible across the entire business, empowering office-based teams and staff to work more efficiently.
• Globe Telecom integrates Gemini into Google Chat and Meet to improve its internal operations and employee experience. In Chat, Gemini powers an AI chatbot called "Ask Globe" that allows employees to quickly find information from various sources, while in Meet Gemini provides live transcriptions, summaries, and action items.
• Gold Bond is an advertising company that provides branded merchandise and printed materials to organizations across a broad range of industries. Google Workspace with Gemini allows them to automate workflows and speed up processes, from contract reviews to adding complex formulas in Sheets.
• The Golden State Warriors are using Google Workspace to automate tedious tasks that take 20 or 30 minutes and instead spend that time on the experience for its fans and staff.
• *Gozango, an all-in-one marketing platform, is using Gemini 2.5 Pro Gemini 2.5 Pro in three key ways: reducing the time to model industry topics by 80%, generating thousands of ads 100x faster, and automating call outcome identification with 96% accuracy for better lead quality.
• GrowthLoop helps marketers and AI agents build smarter, more personalized campaigns, providing tools that optimize the power of BigQuery data to automate audience building, suggest optimal targeting, and create custom attributes.
• *JoongAng Ilbo, a leading Korean newspaper founded in 1965, uses Vertex AI and Gemini in its article editing system to generate headline suggestions based on article content with appropriate length and tone. The AI tool achieves 70%+ similarity with final published headlines, providing journalists with strong starting points that capture key words and phrases before editorial review and refinement. The system also automatically summarizes front-page articles into email newsletters based on pre-designed prompts
• The Los Angeles Rams are utilizing AI across the board, from content analysis to player scouting.
• *Napster, an immersive media and tech company, is building a no-code 3D e-commerce platform on Google Cloud using Vertex AI and Gemini. This supported 20-85% infrastructure cost reductions and saved over 3,600 developer hours, making immersive 3D web experiences accessible and affordable for its customers.
• *Nippon Television Network, Japan's oldest commercial TV broadcaster, uses Gemini and Vertex AI Studio to power FACTly-Mate, a secure internal conversational AI that enables employees to brainstorm ideas, translate contracts, and summarize documents through pre-configured prompts without information leakage concerns. The chat platform achieved 2,000 unique browsers within six months of launch, with employees using it for creative "wall bouncing" ideation and common business tasks previously prohibited on public generative AI services.
• *Pencil, a digital publishing platform that helps writers publish and build community, migrated its infrastructure to Google Cloud using Compute Engine, Cloud CDN, Cloud Load Balancing, Cloud Storage, Cloud Armor, and Identity and Access Management. The platform now supports over 6,000 authors who have published more than 4,000 books while handling five times more traffic than before the migration.
• Sprinklr built Sprinklr AI+ into its unified customer experience management platform, giving brands gen AI capabilities for customer service, insights, social media management, and marketing that have enterprise-grade governance, security, and data privacy built-in.
• Thomson Reuters added Gemini Pro to its suite of large language models approved for employee use; with its 2-million-token context window, Gemini makes some tasks as much as 10-times faster to process and can process entire documents in context.
• Vimeo teams collaborate seamlessly and boost productivity with AI-powered tools in Google Meet and Docs, Sheets, and Slides. By automating note-taking and generating summaries, Gemini lets Vimeo employees focus on collaboration and creative thinking, leading to more efficient and accurate work.
• Warner Bros. Discovery built an AI captioning tool with Vertex AI, delivering a 50% reduction in overall costs and an 80% reduction in the time it takes to manually caption a file without the use of machine learning.
  Creative Agents
• Adobe is incorporating Imagen 3 and Veo 2 models into its suite of products for creative professionals, beginning with Adobe Express and Project Concepts.
• *Afooga, an AI-powered content experimentation factory, enables businesses to generate, test, and distribute content at massive scale from a single hypothesis, automatically optimizing across TikTok, Meta, YouTube, and more. Afooga leverages Vertex AI and Veo for generative video capabilities, and is architected entirely on Google Cloud.
• *Alson AI, a creative platform provider, uses Veo and Gemini to power its creativity platform that helps creators turn ideas into illustrated books and animations, reducing production time from months to minutes and costs from thousands of dollars to $25.
• The American Cornhole League uses Gemini in Drive to select clips and write social media captions for its broadcast footage, turning an hours’ long task into a single prompt.
• *Ateme, a French video streaming compression and delivery solutions provider with 580 employees across 20 countries, uses Vertex AI and Gemini models to automate multilingual subtitle generation for major telecom operators, TV channels, and streaming platforms worldwide. The AI-powered solution produces professional-quality subtitles in minutes for less than a dollar per hour of content, replacing a manual process that previously took up to 15 hours and cost several thousand euros.
• Bending Spoons integrated Imagen 3 into its Remini app to launch a new AI filter that transforms user photos into cartoon animals, processing 60 million photos a day for delighted users.
• Bloomberg Connects helps create immersive audio guides with Gemini, enhancing museum accessibility for visually impaired visitors.
• Boyter Island SRL uses Google Workspace with Gemini to overcome writer’s block to improve their creative process.
• Brandtech Group built Pencil, a gen AI platform for brands to create ads, predict performance, and optimize active campaigns.
• CAMB.AI, part of the Google for Startups Cloud AI Accelerator, enables storytelling in every language with foundational AI.
• Canva is using Vertex AI to power its Magic Design for Video, helping users skip tedious editing steps while creating shareable and engaging videos in a matter of seconds.
• *Capcom, creator of hit game franchises like Monster Hunter and Street Fighter, uses Vertex AI with Gemini and Imagen 2 to automatically generate in-game object concepts and images from design documents. Individual developers can now produce ideas that previously required multiple team members working together.
• Captions, a next generation storytelling startup, recently released its integration with Veo 2, making it easy for users to add B-roll content to its talking videos.
• *Cartwheel, a generative animation platform, helps users tell stories faster and more creatively. Its tool uses Gemini Flash for character creation prompts, Imagen for reference-image creation for 3D character development, and Veo 3 for video-to-animation input control that makes output editable by artists.
• *ComfyUI, an open-source engine for visual AI, helps creators prototype and automate media generation with pre-set models and more than 20,000 extensions. The platform integrates Gemini 2.5 and Veo 3 for multimodal creation and runs on Google Cloud infrastructure.
• Connected-Stories is a creative management platform leveraging gen AI to transform digital content creation, personalization, and real-time optimization. Using Imagen and Gemini on Vertex AI, the platform simplifies workflows, democratizes access to data-driven creatives, and scales advertising campaigns efficiently.
• *Eagle Eye, a leading loyalty and promotions platform provider, used BigQuery and Vertex AI to build EagleAI — an AI-powered solution that generates engaging, personalized promotions at scale that drive loyalty and customer engagement across all channels. The platform achieved 5x better engagement than traditional methods and $7 of incremental sales for every $1 invested
• Editora Abril, a major Brazilian publisher and printer, relies on a content recommendation model created with Vertex AI, which helped achieve a 52% chance of clicks on recommended articles, strengthening its relationship with readers.
• *fal, a generative media platform for developers, accelerates generative AI model inference to improve the speed with which content is generated. The fal team is working with Google Cloud to leverage its Veo 2 technology to help its users create videos with realistic motion and high-quality output.
• *Figma is helping their community create more than ever. With tools across their platform powered by Gemini’s Flash 2.5 Image model, their users can now make high quality, brand approved images with just a prompt, edit details with AI, and get all the variety their project needs.
• Globo, the largest media group in Latin America, is using Google Cloud AI to hyper-personalize content for its streaming users, and create a better experience for spectators.
• *Hedra, an end-to-end marketing creation platform, is designed to generate high-quality content at scale. Hedra Studio combines its proprietary multimodal models with other leading models like Veo and Imagen, enabling users to produce polished marketing content for any use case. Hedra’s Live Avatars use Gemini to deliver dynamic, real-time interactive video experiences.
• *HeyGen, an AI-powered video generation platform, makes creating, translating, and personalizing high-quality videos simple and accessible. HeyGen's core product leverages Gemini 2.5 Pro, Flash, and Flash-Lite to streamline content creation. With one prompt, HeyGen automates video planning, intelligently analyzes user-generated footage, and optimizes content through advanced visual and audio processing.
• Hour One migrated its workloads to high-performance Cloud GPUs, powering faster video content generation, better image quality, and more sophisticated AI models, improving inference speed by 1.8x and reducing inference costs by 28%.
• Instreamatic, part of the Google for Startups AI cloud accelerator, helps businesses maximize the potential of existing creative assets using its AI to create hundreds of hyper-personalized video and audio ad variations in minutes.
• *Koolio.ai helps creators produce high-quality podcasts and audio content. Koolio.ai integrates Gemini, Lyria, and Veo to power features such as AI-generated dialogue, accurate transcription, intelligent sound effects and music selection, and audio enhancement, streamlining the entire audio creation workflow from concept to final production.
• *Krea.ai, a creative suite of AI tools, offers real-time image/video generation and personalized model training for artists and marketers. It integrates with Google Cloud, including models as Veo3 and Nano Banana, to provide access to advanced models, enabling users to create high-quality ads, product photos, and game assets.
• Lately, part of the Google for Startups Cloud AI Accelerator, manages social media with gen AI to drive measurable engagement and ROI for businesses of all shapes, sizes, and sectors.
• Lightricks is developing content creation tools, including its flagship products Facetune2, Videoleap and Photoleap. Leveraging the remarkable performance and ample memory capacity of Google Cloud TPU v5p, Lightricks successfully trained its generative text-to-video model without impacting the user experience.
• Major League Baseball continues to innovate its Statcast platform, so teams, broadcasters, and fans have access to live in-game insights.
• *Mosaic lets you build and run multimodal video-editing AI agents. A canvas of creative tools becomes your building blocks, enabling simultaneous edits and many versions on autopilot—powered by Gemini 2.5 Pro’s video understanding and Google Cloud (Storage + Cloud Run) for scalable pipelines.
• MWM, the company behind powerful creativity tools, such as edjing for professional DJs, is exploring advances with Gemini and Vertex AI with the aim of further driving exceptional content delivery in its family of creativity apps.
• *Nim.video is an AI-first platform for instant short-form video generation from a single prompt. The multimodal platform uses top generative models, including Veo3 and Veo3 Fast, for text-to-video synthesis. It runs on Vertex AI, enabling scaled experiments and orchestration of services like speech recognition and TTS.
• *OpenArt empowers social media creators and SMBs to turn ideas into stunning videos in minutes - complete with motion, music, and a narrative arc in one click. Powered by Gemini image models and Google’s Veo3 video model, it makes creating viral posts and brand content fast and effortless.
• Paramount currently relies on manual processes to create the essential metadata and video summaries used across its Paramount+ platform for showcasing content and creating personalized experiences for viewers. Text Bison on Vertex AI is now helping to streamline this process.
• Photoroom, a French startup that provides gen AI photo-editing and design capabilities to consumers and businesses, used Veo 2 and Imagen 3 to improve the quality of its offering and accelerate its development.
• Premier Martial Arts uses Gemini in Docs to create promotional material in minutes, instead of hours, and spend more time helping their young students build skill and confidence.
• *Potrero Labs, a creator-focused platform, has launched Jams, an AI-first video social network empowering authentic self-expression. Its platform simplifies video creation, allowing users to record short videos and let Jams enhance them. Jams offers a simple UI with a variety of models under the hood, including Gemini 2.5 Pro for script creation, multi-modal Gemini for video analysis, and Veo 3 for backgrounds, b-rolls, and audio.
• *Prodia offers APIs to integrate generative AI into creative tools. Built on Google Cloud, Prodia relies on GPUs & DWS to serve the fastest text-to-image and instruct-to-edit models in the world, as verified by Artificial Analysis benchmarks. Prodia uses Veo 3 and Nano Banana to further power multimodal AI features.
• *Producer.ai, an AI music platform, trains generative music models and builds products that empower anyone to create the music they imagine. "The Producer" music collaboration agent helps users create original, studio-quality songs from text, audio, or visual prompts. Gemini on Vertex AI assists with prompt augmentation and data pipelines, while Vertex AI APIs offer access to advanced multimodal models for experimentation.
• *Reclip, a "real" social media application, uses Veo and Imagen to create short, engaging animated videos from real time audio clips, captured by their proprietary app. Consumers love sharing these precious, funny and real "Reclips" with their friends and family.
• *Rembrand is an AI-powered advertising platform that facilitates in-video product placements for content creators and advertisers on social media and connected TV. Powered by Google Cloud's AI Infrastructure, Rembrand enables brands to genuinely connect with audiences without disrupting the content.
• *Scope3 is enhancing its ad-tech platform with AI-powered features, using Gemini 2.5 Flash to offer features like real-time content classification, ensuring content is aligned with brand preference.
• *Scorpion, a digital marketing company for SMBs, uses Google's Veo AI to scale video ad production. By integrating this technology into its toolkit, Scorpion makes creating professional videos for websites and advertising faster and more accessible for all businesses.
• Sphere, the giant globe-shaped performance and experience venue in Las Vegas, is working with Google Cloud and Google Deepmind to reimagine the Wizard of Oz for a new generation, using a specialized version of the Veo 2 video generation model to bring the film to life on a whole new scale.
• *Sound Particles, a Portuguese audio technology company whose software powers blockbusters like Oppenheimer and Dune, developed an AI-powered binaural audio solution through the Google for Startups Cloud Program to deliver personalized 3D audio experiences over any headphones. Using Google Cloud's infrastructure, the company reduced simulation runtime from 100 hours to two seconds, making the solution affordable and scalable for millions of users.
• Square Enix is using customer data to develop AI-optimized marketing assets to keep its gamers engaged by sharing personalized emails suited to each player’s preferences, leading to a 20% increase in email opens and a 10% increased retention rate.
• Synthesia, a AI video enterprise platform, helps businesses create instructional videos for employee training, customer support, sales enablement, and product marketing. The company is using Veo 3 to contextually adapt visuals to the content delivered by its AI avatars and voices.
• Thoughtworks has created a new way to plan enterprise marketing events with Gemini. It enables organizations to plan personalized events in minutes, rather than weeks, emphasizing creating a variety of events that resonate deeply with customers.
• *Tinuiti, a performance marketing agency, used Google's VertexAI to develop an AI-powered service that develops and optimizes ad copy to increase performance. The tool embodies a philosophy of maximizing growth by minimizing waste, and a recent experiment showed significant ROAS performance improvements compared to human-curated copy.
• *Toonsutra, an India-based webcomic platform, is using Google’s Gemini AI to go global. By making stories accessible in regional languages and adding Lyria 2 for music, Gemini for voices, and Veo 3 for animation, they’re creating next-gen immersive comics.
• Udio, an AI music generator, uses Google Cloud TPUs to help train its models for music generation and serve its rapidly growing customer base.
• *Velin.ai, a content creation platform for small businesses, offers an AI agent that explains the content and its underlying strategic implications while acting as a unified content workspace. Gemini 2.5 drafts everything from scripts to social campaigns, while Imagen 4 and Veo 3 generate aligned visuals and video clips, ensuring a consistent brand narrative across all content.
• *Visla is an AI-powered video creation platform that helps businesses and creators produce pro videos in minutes. Using Google’s Imagen 4, Gemini Flash Image 2.5, Veo 3, and Visla’s AI Video Agent with Avatars, it adapts visuals, narration, and automates polished content for learning, training, and marketing.
• Wondercraft, an AI-powered content studio that helps users create engaging audio ads, podcasts and more, is using Gemini models to power many of its core functionalities and will soon release a new Veo 2 integration.
• WPP will integrate Google Cloud’s gen AI capabilities into its intelligent marketing operating system, called WPP Open, which empowers its people and clients to deliver new levels of personalization, creativity, and efficiency. This includes the use of Gemini 1.5 Pro models to supercharge both the accuracy and speed of content performance predictions.
• ZMO AI, a personalization engine, is using Google Cloud to build quick mobile solutions for viral video trends.
  Data Agents
• *Amber Mobile, a mobile game publisher with hit titles generating tens of millions in monthly revenue and over 200 million global downloads, modernized its data lake and warehouse on Google Cloud using BigQuery, Dataproc, and Cloud Storage. The company reduced data insights acquisition time to within one day and delivered five times the data service capacity, supporting thousands of tasks daily.
• *AndesML, a retail media platform, helps large enterprises launch and monetize their own ad networks by showing the right ad to the right customer at the right time. Built on Vertex AI, BigQuery, and Gemini models, the AndesML platform has delivered a 30% performance lift in customer campaigns, accelerated production time by more than 30 days, and reduced operational costs.
• *Audiomob, an in-game audio ad platform, replaced its legacy business intelligence with BigQuery and Looker to gain real-time insights from its global data. This move enabled the company to handle billions of monthly transactions, contributing to triple-digit yearly revenue growth and significant savings in engineering time.
• Formula E developed its Driver Agent, an AI tool powered by Vertex AI and Gemini. The Driver Agent is designed to analyze extensive multimodal data generated during racing and provide actionable insights to drivers.
• Jaguar TCS Racing is partnering with Google Cloud to use AI for real-time analysis of race car performance data, giving them a competitive edge in Formula E racing. This collaboration aims to improve its on-track decision-making and help secure the team’s and drivers’ wins and titles.
• *Mavely, an influencer marketing platform supporting more than 120,000 everyday influencers, uses BigQuery and Vertex AI to deliver real-time insights and predictive analytics that help creators optimize their content strategies. The platform has driven over $1 billion in gross merchandise value through 550 million influencer-driven purchase paths while maintaining 99.999% uptime.
• McLaren Racing is using Google AI to get up-to-the-millisecond insights during races and training to gain a competitive edge.
• *MNTN uses Google Cloud to power its Connected TV ad platform, making TV campaigns as measurable as search or social. With AI-driven tools like MNTN Matched and Security Command Center, MNTN scales creative and targeting securely and at speed.
• *NACON, a French video game publisher with 16 studios distributing games in more than 100 countries, uses BigQuery and Gemini Flash to analyze player comments from gaming platforms and social media in real time. The AI-powered platform will help Community Managers gain up to 50% more time by automating manual feedback analysis and reporting.
• NewsCorp uses Vertex AI to help search data across 30,000 sources and 2.5 billion news articles updated daily.
• *NOZ/mh:n MEDIEN, a German publisher with more than 3,000 employees across 43 companies, migrated to Google Cloud and Google Workspace after a DDoS attack to improve collaboration and security. The company can now expand its infrastructure instantly instead of waiting up to 12 weeks and gains faster insights from BigQuery and Looker to deliver personalized content to readers.
• Spotify leveraged Dataflow for large-scale generation of ML podcast previews and plans to keep pushing the boundaries of what’s possible with data engineering and data science to build better experiences for its customers and creators.
• The United Daily News Group in Taiwan worked with Merkle to develop a new AI model using Vertex AI — creating and training an AI model in just eight months that can deliver more accurate ad targeting, increasing clickthrough rate as much as four times in some categories.
  Public Sector
  Customer Agents
• Alma, part of the Google for Startups Cloud AI Accelerator, provides personalized application support, including fast document processing with AI, to simplify US immigration for top global talent.
• *Arizona Health Care Cost Containment System (AHCCCS), Arizona's Medicaid agency serving more than 2 million people, built an Opioid Use Disorder Service Provider Locator using Vertex AI and Gemini to connect residents with local treatment options. Since its late 2021 launch, the platform has reached over 20,000 unique individuals across 120 Arizona cities with a 55%+ engaged session rate.
• *Arizona State University's ASU Prep division developed Archie, a Gemini-powered chatbot that provides real-time math tutoring support for middle school and high school students. The AI tutor identifies errors, provides hints and guidance, and increased students' first-attempt correct answers by 6%.
• Beyond 12 developed an AI-powered conversational coach with the help of Gemini 1.0 Pro. It is designed to serve first-generation college students from under-resourced communities. The AI tool interacts with students, knows their history and goals, answers questions, and evaluates their progress in a personalized way, without comparing them to others.
• Bower, a Swedish startup, has created an app to gamify recycling, offering rewards to users across the Nordics and UK; they've integrated generative AI into the service so users can more easily identify and input recyclable goods into the app.
• CareerVillage is building an app called Coach to empower job seekers, especially underrepresented youth, in their career preparedness; already featuring 35 career development activities, the aim is to have more than 100 by next year.
• The Central Texas Regional Mobility Authority is using Vertex AI to modernize transportation operations for a smoother, more efficient journey.
• Justicia Lab is developing an AI-powered assistant that will simplify legal processes for asylum seekers and immigrants; by uploading a picture from a legal letter or document, users can extract valuable information and then receive personalized guidance and next steps.
• *LitLab.ai, a reading platform, leverages Veo3 and Vertex AI to generate personalized, curriculum-aligned stories and provide real-time oral reading analysis. They create decodable content and employ voice recognition for instant teacher feedback on student fluency.
• The Minnesota Division of Driver and Vehicle Services helps non-English speakers get licenses and other services with two-way, real-time translation.
• mRelief has built an SMS-accessible AI chatbot to simplify the application process for the SNAP food assistance program in the U.S., featuring easy-to-understand eligibility information and direct assistance within minutes rather than days.
• *Nanyang Technological University, Singapore, deployed the Lyon Housing chatbot using Dialogflow CX and Gemini to handle student housing queries. The generative AI solution enhances student experience and saves the customer service workforce more than 100 hours per month.
• The State of Nevada is using AI agents to speed up unemployment claim appeals.
• The New York State Department of Motor Vehicles is transforming the driver service experience with AI to enable greater efficiency and accessibility within the DMV, directly benefiting the public it serves.
• Pepperdine University has students and faculty who speak many languages, and with Gemini in Google Meet, they can benefit from real-time translated captioning and notes.
• The Qatari Ministry of Labour has launched "Ouqoul," an AI-powered platform designed to connect expatriate university graduates with job opportunities in the private sector. This platform streamlines the hiring process by integrating AI-driven candidate matching with ministry services for contract authentication and work permit issuance.
• *The Rio De Janeiro City Data Office, the municipal data office for Rio de Janeiro, uses Dialogflow to power its 1746 citizen service chatbot that handles urban maintenance requests and municipal inquiries. The conversational AI reduces citizen response time from 30 minutes to 5 minutes across more than 30,000 monthly conversations.
• *Savvy revolutionizes learning by automatically generating flashcards and quizzes from PDFs, notes, videos, and podcasts. As students answer, Savvy leverages Gemini to dynamically grade their answers, providing instant feedback and personalized learning.
• *SENAI, Brazil's national industrial training service, uses Gemini 2.0 Flash, Speech-to-Text, BigQuery, and Looker Studio to deliver language proficiency testing for workforce readiness. The platform assesses reading, logic, practical problem-solving, and speech fluency to help individuals identify skill gaps and connect with appropriate training and employment opportunities.
• Studyhall AI, an AI research platform, graduated from Google Cloud’s UK Growth Accelerator program and built a mobile application that uses Gemini models to help coach students on reading, writing, and exam prep.
• Sullivan County, New York, is utilizing gen AI to enhance citizen interactions. Despite being one of the state’s smallest counties, it has become one of the first to deploy Vertex AI to augment a constituent chatbot tool; launched in under three months with minimal staff, the bot empowers residents with increased transparency and direct communication.
• Tabiya has built a conversational interface, Compass, that helps young people find employment opportunities; the platform asks questions and requests information, drawing out skills and experiences and matching those to appropriate roles.
• *The University of Hawaii System uses Vertex AI and BigQuery to analyze labor market data and build the Hawaii Career Pathways platform, which evaluates student qualifications and interests to create customized profiles. Gemini provides personalized guidance to align students' academic paths with career opportunities in Hawaii, helping retain graduates in the state.
• *The University of Hawaii System also uses Google Translate to communicate with Pacific Islander students in their native languages, including Hawaiian, Māori, Samoan, Tongan, Cook Islands Māori, Cantonese, and Marshallese. The AI makes career guidance and communication more accessible to the diverse student population.
• *West Sussex County Council, which serves 890,000 residents in the UK, uses Dialogflow to power an online chatbot that engages residents in real-time conversations to determine eligibility for adult social care services and benefits. The conversational AI helps residents quickly understand their qualification status among the 5% of inquiries that actually qualify, reducing pressure on the Customer Service Center.
• The Var department in southern France has created a team of AI experts to build AI solutions across its public service operations to see how it can make the government more responsive, efficient, and citizen-centric.
  Employee Agents
• Bayes Impact builds AI products to support nonprofits, and its flagship product, CaseAI, is a digital case manager that integrates with an NGO’s current system to add smart features to draft action plans tailored to a beneficiary’s unique history; caseworkers have saved 25 hours of work per week on average.
• Can Do Canines is a nonprofit that provides no-cost service dogs to persons with disabilities. The team uses Gemini in Gmail for help drafting emails, giving them more time to devote to their life-changing mission.
• The Chef Ann Foundation summarizes conversations with Gemini in Meet to track important info from the farmers, vendors, and school districts that help the team get healthy foods in schools nationwide.
• Climate Ride, an environmental and cycling fundraising organizations, uses Google Workspace for Nonprofits to collaborate remotely and automate tasks, enabling its five-person team to work more efficiently towards its mission. This increased efficiency translates to more time and resources dedicated to combating climate change.
• CodePath supports the next generation of engineering leaders from low-income and underrepresented communities. They use Gemini in Workspace to accelerate grant writing and recruiting so they can deepen the impact of their work.
• The Dutch Bamboo Foundation uses Gemini for Google Workspace to streamline everything from fundraising to research, enabling a single person to run the nonprofit effectively. This allows the founder to work strategically and maximize limited resources, ultimately advancing its mission to combat climate change
• Erika’s Lighthouse relies on Google Workspace with Gemini to create life-saving mental health programs for school communities worldwide. They use Gemini to automate repetitive tasks and accelerate content creation, from summarizing meeting takeaways to populating tables in Sheets to organize data.
• The Fulton Theatre cuts grant-writing time in half by using Gemini in Docs to fill in routine information, helping the team focus on growing the theatre and putting on shows that bring communities together.
• The Good Earth Farm, an animal sanctuary and event space, keeps its community updated on their favorite animals with newsletters co-written by Gemini in Docs.
• Indigenous Made's cofounders improve their coordination of indigenous art markets by using suggestions from Gemini in Gmail to kick-start email responses.
• *Infoxchange, a nonprofit social enterprise delivering technology for social justice, uses NotebookLM to develop training programs for four distinct audience personas by uploading data and background research to review sources, identify missing information, and elaborate on learning objectives. The AI reduced the time to create a starting point for training modules from over a week to half a day, freeing up the team to focus on strategy and client education.
• The Mississippi Farm to School Network, a nutrition education nonprofit, uses Gemini in Docs to proofread and organize the grant proposals that make its educational mission possible.
• *The National Cancer Institute, which supports more than 3,000 scientists, partnered with Google Cloud and Barnacle Labs to develop NanCI—an app using Gemini to recommend research papers and facilitate collaboration among cancer researchers. The AI-powered app helps scientists manage the volume of more than 500 cancer research papers published daily with personalized recommendations and social networking features.
• Opportunity@Work is applying gen AI to scale a suite of software tools and APIs that help employers identify “STAR” job candidates — “skilled through alternative routes” such as community college, military service, and on-the-job experience — helping fill roles in a tight market and expand opportunities.
• *The Paraná State Department of Education, serving 900,000 students across 2,100 schools, uses Gemini API to grade student essays and provide personalized feedback. The AI reduced grading time from 10-15 minutes per essay to under 3 minutes, freeing teachers to focus on students who need the most writing support.
• The Red Barn, a nonprofit that teaches children with disabilities how to work with horses, uses Gemini in Docs to help write grant proposals that allow more children to benefit from equine-assisted therapy.
• Nonprofit Studio Be empowers artists in New Orleans. Founder Brandan "BMike" Odums uses Gemini in Gmail to summarize and respond to hundreds of weekly emails, so he can focus more time on supporting young artists.
• Uniformed Services University trains the U.S. military’s medical personnel and prepares them professionally and technically for the future of digital medicine. Using Google Workspace with Gemini, they were able to support new ways of working, with 88% of pilot users reporting being more effective as what they do overall, including the acceleration of HR, academic, and proposal writing processes.
• The U.S. Air Force built a new proof-of-concept portal for searching, browsing, and reading e-published PDFs — all within a 90-day deadline, leveraging the prebuilt tools and speed of Vertex AI Search and Conversation.
• The U.S. Dept. of Veterans Affairs is using AI at the edge to improve cancer detection for service members and veterans. The Augmented Reality Microscope (ARM) is deployed at remote military treatment facilities around the world. The prototype device is helping pathologists find cancer faster and with better accuracy.
• The U.S. Patent and Trademark Office has improved the quality and efficiency of its patent and trademark examination process by implementing AI-driven technologies.
• Understood.org is using Gemini for Google Workspace to improve efficiency and communication across departments, streamlining tasks like document summarization and email writing.
• *West Sussex County Council, which serves 890,000 residents in the UK, uses Dialogflow and Vertex AI to provide 14 unique generative AI agents that help council employees, particularly Adult Social Care teams, quickly access policy guides, legislation, procedures, and important documents through conversational search. The AI assistants reduce time spent searching for information and improve efficiency across internal teams.
• The Wilmington Ballet continues its mission of empowering students through dance with grant proposals drafted by Gemini in Docs, giving the team more time to spend nurturing the next generation of dancers.
• YDUQS, a Brazilian education company, uses Vertex AI to automate the screening of cover letters for student admissions, resulting in a 90% success rate and a 4-second average response time. This streamlined enrollment process has enabled YDUQS to save approximately BRL 1.5 million since adoption.
  Creative Agents
• *Bethel China, a non-profit providing education for visually impaired children, collaborated with Google volunteers to develop 'VisAid Learn,' a platform using Gemini models, Imagen, Text-to-Speech, and MediaPipe to automatically generate teaching videos optimized for children with limited vision. The platform cuts video production time from days to about five minutes and will expand to assist over 2,000 visually impaired children across 15 schools in China and institutions in India, the Philippines, and Malaysia.
• The Rhythm Foundation secures funding for its free concerts with pitch decks made using Gemini in Slides, cutting the time to a first draft from hours to minutes.
• *Subject.com, an AI-powered platform for grades 6-12, blends cinematic storytelling with superintelligent AI so students and teachers never get stuck. VertexAI, CloudSQL & BigQuery power Subject’s teacher assistant tool Spark, instant feedback, "ExplainThis" text simplifier, 24/7 Homework Helper, and personalized learning tied to student interests.
• The World Bank is developing a tool to extract key information from research literature on the causal impact of development interventions, with the ultimate goal to empower decision-makers to allocate $220 billion in annual aid and trillions in annual impact investing more effectively.
• Wild Hearts Idaho, a leadership program for girls, uses Gemini in Docs to write social media captions that promote its programs and help more girls find themselves in outdoor adventures.
  Data Agents
• The Air Force Research Laboratory, which helps power the innovation arm of the United States Air Force, embraced the Google Cloud ecosystem to accelerate scientific discovery, streamline operations, and address national security challenges.
• *Arizona State University uses BigQuery and AI to build an enrollment propensity model that predicts the likelihood of prospective students enrolling in ASU Online. The model is four times more accurate than random predictions and increased registrations by 52% compared to traditional lead scoring methods.
• The Asteroid Institute is using AI to discover hidden asteroids in existing astronomical data. This is a major focus for astronomers researching the evolution of the Solar System, investors and businesses hoping to fly missions to asteroids, and for all who want to prevent future large asteroid impacts on Earth.
• The Belo Horizonte Municipal Finance Office used AI to analyze service descriptions in invoices and assess the correctness of classifications made by the taxpayer, impacting the tax rate. Greater accuracy and efficiency has led to improved tax collections.
• Brazil’s Ministry of Education was facing challenges in improving the user experience of one of its mission-critical systems, SIMEC, where the ministry distributes public education policies to more than one million users. In mid-2022, SIMEC was migrated to Google Cloud ending the system's unreliability, automating processes, and reducing the number of support calls from users.
• Broward County, Florida, is using geospatial capabilities and AI to improve infrastructure planning and monitoring, generate new insights, and create regional resilience for communities facing climate challenges today and tomorrow.
• *Citylitics, a predictive intelligence platform, transforms public infrastructure investment for municipalities, utilities, and engineering firms. By automating data processing with Dataflow and Cloud Run, it cuts analysis time by 71% and boosts data sources by 400%, helping customers proactively identify and win new business.
• CNI, Brazil’s National Confederation of Industry, is using big data, machine learning, natural language processing, and AI technologies to better understand industrial demands, as well as individual skills and the calibration of the training portfolio of the confederation's educational institutions.
• Colombia’s Ministry of Information and Communications Technologies uses AI and data analysis to improve the oversight, inspection, and quality control of the country's telecommunications services. They have successfully optimized processes, increased productivity, and created a more transparent and efficient ecosystem.
• Full Fact, a UK-based nonprofit working in 18 countries to combat misinformation, is now using gen AI to actively monitor stories so its 30 fact-checking partner organizations can focus on addressing specific claims and harmful information.
• Fullstory, a behavioral data platform helping brands understand customer interactions, uses Gemini integrated with its behavioral data platform to power AI agents. The AI uses session data captured from web and mobile sessions to create more informed and contextually aware AI agents that deliver better customer experiences.
• The Israel Antiquities Authority worked with CommIT to modernize its data systems with Google Cloud using NetApp and VMware to migrate and back up 1 petabyte of archaeological data. The Israel Antiquities Authority also trained modern research models, powered by Gemini, to help researchers quickly find and access what they are looking for.
• *King's College London and Swansea University use Vertex AI to design nature-inspired, sustainable materials like self-healing asphalt. In a lab test, their biobased microcapsules healed a pavement crack in just fifty minutes.
• Materiom, a startup researching zero-waste, bio-based alternatives to fossil-fuel-made products like plastics, is creating a gen AI tool that enables entrepreneurs to develop novel compostable materials with broad applications; AI enables faster research and information gathering to speed up the development process.
• NOAA and USAID are among the U.S. government agencies using Google Cloud AI to unlock critical data insights to streamline operations and improve mission outcomes — all with an emphasis on responsible AI.
• *The North American Blueberry Council, a nonprofit supporting blueberry industry stakeholders, built the BerrySmart Insights Fresh platform using Looker Embedded and BigQuery to deliver supply and demand insights to growers and suppliers across North America.
• *Oak Ridge National Laboratory, part of the US Department of Energy, uses BigQuery, Cloud Storage, and Google Kubernetes Engine to analyze massive human mobility datasets for disaster response planning. The lab's DICER workflow completed computations on mobility datasets of up to 259.2 billion rows in about 23.5 hours, accelerating analysis from weeks to hours.
• OroraTech, a space-based wildfire detection company, leverages Google Cloud's global infrastructure and Vertex AI to enhance the speed and accuracy of its Wildfire Solution. This solution helps customers worldwide monitor forests, detect wildfires early, and protect over 1.6 million km² of forest.
• Prodam is the state-run company in São Paulo responsible for providing IT and data services to other agencies. It is investing in a project to standardize processes with AI, making for faster and more accurate deliveries and ensuring greater efficiency in the public service of São Paulo.
• The Rio De Janeiro City Data Office, founded by the mayor, proposed data integration and the development of projects using AI, like monitoring suspicious vandalism using computer vision in city tunnels.
• Serpro, a federalized company that provides IT solutions to the Brazilian government, adopted Google Distributed Cloud to meet strict national regulations and the highest security standards for its government cloud. The technology offers the option of physical isolation to ensure local residency of information with access restrictions.
• *The South Florida Water Management District built the Kissimmee River Floodplain Hydroperiod Calculator using Google Earth Engine, Vertex AI, Cloud Run, BigQuery, and Gemini to monitor seasonal water coverage across 40 square miles of wetlands. The tool, developed in 10 months, reduced data processing times from hours to minutes, providing scientists with faster access to critical environmental data for restoration efforts.
• *The CNRS ICB Laboratory at Université Bourgogne Europe, with 300 researchers, was selected as one of fifteen winners of the GÉANT European program and used Google Cloud resources to accelerate AI research including generative AI and knowledge graph construction. The lab accessed significant computing power that accelerated research timelines while providing students with practical cloud skills through workshops led by Google Cloud experts.
• *Warren County, Kentucky, used Sensemaker—developed by Google's Jigsaw team and powered by Gemini on Vertex AI—to analyze community input from over 7,700 residents who shared 3,940 unique ideas and one million opinions during a month-long digital town hall about the county's growth to 2050. The AI-powered tool saved project team members an average of 28 days of work in analysis, synthesis, visualization, and report writing while helping create one of the largest digital town halls ever held in the United States.
  Security Agents
• The Minas Gerais State Government is using Vertex AI in the State Secretariat for the Environment and Sustainable Development (Semad) to implement an AI solution that will both speed up and make the processing of environmental infraction notices in the state more efficient.
• The Government of Singapore uses Google Cloud Web Risk, which employs AI to proactively flag unsafe websites and protect its residents online, disrupting thousands of harmful sites so far.
• UC Riverside adopted Google SecOps and Security Command Center for zero-trust security along with Google AI, allowing security analysts to ask Gemini questions in real time as they’re triaging issues and capturing external and internal data to solve problems quickly.
  Retail and Consumer Packaged Goods
  Customer Agents
• *425DEGREE, a Thailand-based specialist store for smartphone accessories and gadgets offering 50,000 products, migrated to Google Cloud to achieve seamless auto-scaling during traffic surges. The company drove 10% more additions to customer carts through personalized recommendations powered by BigQuery ML and reduced page load speed by approximately 30%.
• Allegro, the largest ecommerce player of European origin, enables millions of real-time, personalized conversations with AI-powered omnichannel orchestration with Google Cloud and GrowthLoop.
• Best Buy uses Vertex AI to condense thousands of product reviews into concise insights that help customers make informed buying decisions. The AI-powered summarization improves customer trust and satisfaction while supporting the company's goal to bring the in-store experience into customers' homes.
• *Best Buy also built a Gift Finder tool using Vertex AI that simulates a human-like shopping assistant to help customers select thoughtful gifts by understanding their preferences. The generative AI solution personalizes product recommendations and helps bridge the gap between digital and in-person shopping experiences.
• Big Sur AI now offers its AI-powered personalization platform for retail and e-commerce customers on Google Cloud Marketplace.
• *blackcircles, a UK-based online tire retailer founded in 2001 with over 2,200 partner garages, uses BigQuery, Vertex AI, and Dialogflow CX to build TyreMate—an intelligent virtual assistant that guides customers through tire purchases with personalized recommendations. The company maintains a Net Promoter Score of 79 in a traditionally complex sector, leveraging Google Cloud's data infrastructure to centralize information and deliver AI-powered customer experiences across its expanding international operations.
• BrainLogic uses Anthropic’s Claude models on Vertex AI to power Zapia, a personal AI assistant that caters to the Latin American market's preference for conversational commerce. Zapia supports millions of users with product discovery, local business searches, and purchase assistance, resulting in over 90% positive user feedback.
• Cainz, a Japanese home improvement chain, is creating an autonomous, next-generation store where advanced AI technologies, including generative AI, merge the best of online and offline shopping to deliver a faster, seamless consumer experience.
• Carrefour Taiwan's AI Sommelier, a conversational AI service integrated into its app, helps customers select wines based on their preferences. Powered by Gemini models, the AI leverages a vast wine database to provide personalized recommendations, seamlessly integrating online and offline shopping.
• Dunelm has partnered with Google Cloud to enhance its online shopping experience with a new gen AI-driven product discovery solution. This has shown significant improvements in a number of key areas, including reduced search friction, helping customers find the products they are looking for.
• Eezee found Gemini models to be the most reliable option for building its Southeast Asian B2B platform that connects small businesses with suppliers of industrial and construction materials.
• *Erajaya, Indonesia's largest lifestyle smart retailer operating brands like Eraspace and Ibox, uses Dialogflow and Vertex AI to power AI-driven customer service and semantic search across its e-commerce platform. The implementation automated customer service tasks and improved product discovery, leading to increased customer interactions and enhanced operational efficiency as the company scales to meet evolving market demands.
• *Etsy uses Vertex AI, BigQuery, Dataflow, and Gemini models to personalize shopping experiences for nearly 90 million shoppers across its 130 million-item marketplace. The AI-powered approach increased listings per theme by 80x through "algotorial curation," improved SEO-driven visits by 5%, and boosted conversions by 3% through enhanced alt text generation.
• *FairPrice Group is powering their Store of Tomorrow, across their smart carts, digital wine sommelier, and Grocer Genie, their intelligent app for their frontline workers. It was truly the future of shopping.
• *FamilyMart, one of Taiwan's largest convenience store chains, uses Vertex AI Search and BigQuery to provide a personalized shopping experience in its mobile app. By delivering more relevant search results, the company increased its in-app click-through rate by 4X.
• *Flor Keeps, a dried flower shop in Austin, Texas, uses Gemini integrated with Gmail to summarize received emails in small points, pinpoint main topics from lengthy inquiries, and draft cohesive responses to customers. The AI extracts specific details from emails (like wedding order quantities) and has saved the founder hours by reducing back-and-forth conversations, to the point where emails are no longer sent without using Gemini.
• GroupBy, an ecommerce service provider, developed an AI-first Search and Discovery Platform powered by Vertex AI Search for Retail. This solution is meticulously designed to optimize revenue, strengthen brand loyalty, and drive sales growth for B2C and B2B retailers.
• Home Depot built Magic Apron, an AI agent that offers expert guidance 24/7, providing detailed how-to instructions, product recommendations, and review summaries to make home improvement easier.
• THE ICONIC, Australia and New Zealand's leading fashion platform with 2 million active customers, uses Vertex AI multimodal search to enable event-based product discovery, like searching for "beach-themed party" to receive curated outfit recommendations. The AI-powered search reduced null searches from 5% to nearly zero while driving a 2.6% increase in revenue, transforming how customers discover products across 20 million monthly visits.
• Lowe's is revolutionizing product discovery with Vertex AI Search to generate dynamic product recommendations and address customers’ complex search queries.
• *Lush, a global pioneer of ethical cosmetics, uses Vertex AI and Cloud Storage to power Lush Lens, an AI-powered image recognition system that identifies packaging-free products at checkout. The system reduced queue times during peak Christmas shopping from out-the-door to just 3 minutes, while saving 440,000 liters of water previously needed for product demonstrations.
• *Manhattan Associates, a global leader in supply chain commerce solutions has built a chatbot with Gemini models to enable retailers to deliver faster, more consistent customer service, reducing pressure on their customer support teams.
• Magalu, one of Brazil’s largest retailers, has put customer service at the center of its AI strategy, including using Vertex AI to create “Lu’s Brain” to power an interactive conversational agent for Lu, Magalu's popular brand persona (the 3D bot has more than 14 million followers between TikTok and Instagram).
• Mercado Libre has incorporated semantic search into its digital shopping platforms, using AI embeddings from the Vertex AI Agent Builder, which greatly improved product recommendations and discoverability for more than 200 million consumers across Latin America.
• Mercari dramatically improves the user experience for both buyers and sellers on its ecommerce marketplace with Vertex AI and Weights & Biases.
• *Nectar's AI-driven community agents with Gemini to handle customer conversations on social platforms, influencer marketing, and real-time product feedback at scale for leading brands & retailers. By transforming unstructured social data into actionable insights and powering customer conversations, Nectar helps brands deepen relationships and drive measurable growth.
• *OK Corporation, a discount supermarket chain with 6.77 million OK Club loyalty members, uses Firebase and Flutter to build a mobile app that digitizes membership cards and enables personalized customer communication about product offerings and company values. The app leverages Firebase App Distribution for rapid testing and deployment, with Google Cloud's security solutions including Cloud Armor and Identity Platform protecting customer data.
• *Omoda, the Netherlands' leading fashion retailer with 650 employees, built AI stylist using Gemini models and Vertex AI to provide personalized outfit recommendations through natural language conversations. Users of AI stylist show a conversion rate 2.5 times higher than the average customer.
• *PopChill, a Taiwanese marketplace for pre-owned luxury goods, uses Vertex AI Search for commerce to provide its users with timely and relevant product recommendations. As a result, the platform has increased the click-through rate on recommended items by 2.5X.
• *Shop Global, a major Thai ecommerce company under the Saha Group, built an AI-powered search solution using Vertex AI Search, Vertex AI Conversation, Gemini, and BigQuery that acts as a personal shopper integrated with LINE messaging app. The system delivers personalized product recommendations from over 1,000 brands in 1-2 minutes through natural language and photo search, and supported 150,000 visitors during the Saha Group Fair '25 event.
• Target uses Google Cloud to power AI solutions on the Target app and Target.com, including personalized Target Circle offers and Starbucks at Drive Up, its curbside pickup solution.
• Tokopedia, an Indonesian ecommerce leader, is using Vertex AI to improve data quality, increasing unique products being sold by 5%.
• *Toolstation, one of Britain's fastest-growing tool suppliers with 580 stores, migrated its product search to Vertex AI Search for commerce, cutting searches with no results from 2% to 0.1%. The company achieved a 10% increase in click-through rate and a 5.5% increase in overall search-based revenue, while reducing irrelevant search results by 30%.
• *Tradera, Sweden's largest secondhand marketplace with more than three million users, uses Gemini Flash to automate item listings by analyzing photos to generate titles, descriptions, categories, and attributes. The company increased listing completion rates by 10% while enabling users to list items in 50% less time, boosting secondhand sales across the platform.
• Vody, part of the Google for Startups Cloud AI Accelerator, builds fine-tuned multimodal AI models for retail, helping to improve search experiences, personalize recommendations, and enhance customer engagement.
• Wendy’s FreshAI pairs Gemini’s conversational AI capability with audio and visual elements to create a deeply personalized and tailored experience that is consistent and enjoyable for Wendy’s customers by freeing workers to focus on excellent service and meal preparation — marking the next evolution in the quick-serve restaurants.
• *Zapia AI, a retail technology company, uses AI agents to support millions of users with product discovery, local business searches, and purchase assistance, resulting in over 90% positive user feedback. Its multi-agent orchestration is powered by Gemini to improve agent reasoning, reduce latency, and lower operational costs.
• *Zazzle is a global platform for custom products and designs made on demand. Zazzle uses Gemini ADK and CCaaS to facilitate chat-based product discovery and enhance customer experience, making it easier to find the right designs across a wide range of products.
  Employee Agents
• 3 Farm Daughters, a family-owned pasta company, writes social media posts with help from Gemini in Docs, making it easier for the three sisters-turned-cofounders to balance family life with running a business.
• *7-Eleven Vietnam, serving 140 stores across the country, built an internal IT support chatbot using Vertex AI Agent Builder and Gemini models to help employees resolve technical issues independently. The chatbot reduced time spent fixing IT issues by 50%, lightening the workload for the IT team.
• Arpalus developed an app that can instantly analyze the physical shelf and notify employees about actions to take to improve it. Powered by patented computer vision and AR technology, the app now integrates Google Cloud’s gen AI to expand its vision capabilities, transforming images into 3D models for even more powerful and accurate product recognition.
• Atlas, an operating system for restaurants, is using AI to improve operational efficiency, drive sales, and surface customer insights for food and beverage brands across Singapore.
• Best Buy can generate conversation summaries in real time using Contact Center AI, allowing live agents to give their full attention to understanding and supporting customers; the result is a 30-to-90-second reduction in average call time and after-call work. Both customers and agents have cited improved satisfaction.
• BLK & Bold, a premium coffee company simplifies and speeds the tedious task of budgeting by asking Gemini in Sheets for help creating tables and importing data.
• *BuySell Technologies, operating Japan's leading resale business for luxury goods, antiques, and precious metals, uses Vertex AI for image recognition of product photos to help appraisers identify and value items.
• *BuySell Technologies,is also deploying Gemini models in an internal RAG system called "BuySell Buddy" to help appraisers access product knowledge through conversational queries. The system will allow employees to ask questions like "What should I be careful about when handling old coins?" and retrieve relevant information from extensive company documents.
• Camanchaca, a Chilean seafood company, took only six weeks to develop Elon, a virtual assistant that aims to provide more efficient customer service through digital channels, enhancing Camanchaca's customer interactions.
• *Compass, the largest real estate brokerage in the United States by sales volume, powers nearly 40,000 agents with its end-to-end technology platform. Workspace tools like Google Docs, Gmail, and Google Meet are deeply embedded in daily operations, enabling seamless information sharing across employees and agents nationwide.
• Custard Stand Chili co-founder Angie Cowger refines her emails with Gemini in Gmail to communicate effectively with retailers and share her family's hot dog chili nationwide.
• *Deeli AI, an AI-powered platform, helps companies discover and evaluate emerging technologies to make informed investment decisions. The company builds its product and data pipeline on various services such as GCE, Cloud Run, and Dataflow, and uses models from the Vertex AI Model Garden.
• Etsy’s customer support team uses Gemini in Sheets to reduce the time spent analyzing customer feedback from hours to minutes, enabling them to quickly identify trends and improve customer interactions.
• *FairPrice, Singapore's largest food retailer with over 12,000 staff, is building an organization-wide platform with Google Agentspace that provides a seamless research assistant searching across all documents, internal systems, and third-party applications, and a natural language task assistant. The AI aims to improve knowledge discovery, reduce manual effort, and streamline processes to foster improved customer experiences and enhanced operational efficiency.
• *Grupo Dia, a Spanish multinational supermarket chain founded in 1979, uses Gemini in Google Workspace to compare complex proposals and conduct market research to stay ahead of competition. The AI helps teams save time, reduce costs, and boost productivity while ensuring data is never used to train external models.
• Grupo Nutresa, a leader in processed foods in Colombia and Latin America, is using Gemini for Google Workspace to streamline its processes, optimize decision-making, and increase productivity, thus driving innovation.
• Home Depot has built an application called Sidekick, which helps store associates manage inventory and keep shelves stocked; notably, vision models help associates prioritize which actions to take.
• *John Lewis & Partners, where employees co-own the business, uses Gemini in Google Workspace to automate everyday tasks, summarize long documents and meetings, and quickly find information. Through a pilot program, Partners quickly adopted the AI to free up time for deeper, more focused work.
• Just Salad uses Gemini for Google Workspace to streamline communication and enhance efficiency by summarizing emails and meetings, allowing employees to focus on product development, customer service, and other tasks that contribute to the company's growth.
• McDonald’s will leverage data, AI, and edge technologies across its thousands of restaurants to implement innovation faster and to enhance employee and customer experiences.
• *Mercari, Japan's largest online marketplace, is overhauling its contact center with Google AI to foster an "AI-Driven CS" experience, which is projected to yield 500% RoI by reducing customer service rep workload by at least 20%.
• *Natura, a Brazilian cosmetics and personal care brand, has reinvented its approach to meetings with Gemini for Google Workspace.
• Miinto uses Vertex AI Vision to identify and merge duplicate product listings, improving the customer experience and reducing operational costs. This AI-powered solution has resulted in a 40% increase in efficiency, a 20% improvement in conversion rates, and significant cost savings.
• Momentum Climbing Gym uses Gemini in Meet to summarize conversations with their team members nationwide, keeping everyone on the same page as they reach for new heights.
• Mood Fabrics compares vendor proposals with Gemini in Gmail, making sure to never miss a detail while managing relations with 600+ vendors worldwide.
• Cattlemen at Morgan Ranch, a worldwide Wagyu beef supplier, carve lengthy email writing down to just minutes with Gemini in Gmail, getting them back in the saddle faster.
• Natura, a Brazilian cosmetics company, migrated 20,000 employees in more than 10 countries to Google Workspace, and was one of the first to pilot the Gemini side panel. The beauty leader also eliminated more than 17 hours of manual work per week with AppSheet, giving the finance team more time to focus on high-value analysis and planning.
• Nuts.com uses Gemini in Meet's live translation to communicate with suppliers worldwide and source the high-quality nuts they've provided since 1929.
• *Ocado Retail, the UK's largest online-only grocery supermarket, uses Gemini in Google Workspace to automate notetaking and summarization for meetings and customize workflows. The AI empowers users to automate mundane and repetitive tasks without waiting for IT projects.
• oogiebear, a business specializing in baby breathing care products, uses Gemini in Gmail to quickly respond to customers and vendors, helping cofounder Dr. Nina Farzin juggle her dual roles of CEO and mom of three.
• Schwarz Group, Europe's largest retailer (including Lidl and Kaufland), is partnering with Google to enhance workplace productivity and security. They will use Google Workspace with client-side encryption through Schwarz Digits’ Cloud STACKIT, ensuring data sovereignty and maximizing security for their 575,000 employees.
• Sports Basement's customer service team is using Gemini in Google Workspace to reduce the time spent writing emails by 30-35%. This means faster response times, happier employees, and higher quality customer interactions.
• *Swarovski, the 130-year-old luxury brand operating across 140+ markets, modernized its data foundation by migrating over 1,000 data objects to BigQuery and launched Génie, a generative AI portal powered by Vertex AI and Gemini used by over 1,000 employees. The company achieved 17% higher email open rates and 7% higher click-through rates through AI personalization, while accelerating campaign localization by 10x.
• Trace One, a product lifecycle management provider for retail and CPG companies, began using Vertex AI to automatically extract information from complex documents in order to create up-to-date product summaries and data sheets, covering different industry and regulatory standards.
• *TRIAL Company, a Japanese retailer operating over 300 supercenters, migrated legacy on-premises systems to Google Cloud using Hybrid Subnets and Migrate to Virtual Machines without changing IP addresses, avoiding a projected full day of downtime. The company completed the cutover in under an hour, improving infrastructure stability while establishing a foundation for future cloud-native modernization.
• Victoria’s Secret is testing AI-powered agents to help its in-store associates find information about product availability, inventory, and fitting and sizing tips, so they can better tailor recommendations to customers.
• *Wayfair, one of the largest online home retailers, uses Gemini in Google Workspace applications as a thought partner for data analysis, content creation, and email writing. The AI integrates directly into daily workflows, enabling employees without technical expertise to benefit from enhanced creativity and productivity.
• Woolworths, the leading retailer in Australia, boosts employees’ confidence in communications with “Help me write” across Google Workspace products for more than 10,000 administrative employees.
• Woolworths is also using Gemini to create next-generation promotions, as well as for quickly assisting customer service reps in summarizing all previous customer interactions in real time.
  Creative Agents
• Adore Me marketers write differentiated product descriptions, a tedious task which used to take 30-40 hours a month, in one hour thanks to Gemini for Google Workspace.
• Belk ECommerce is using gen AI to craft better product descriptions, a necessary yet time-consuming task for digital retailers that was often previously done manually.
• Bison Coolers' 12-person team punch above their weight by using Gemini in Docs to write product descriptions that help keep their small business thriving.
• Carrefour used Vertex AI to deploy Carrefour Marketing Studio in just five weeks — an innovative solution to streamline the creation of dynamic campaigns across various social networks. In just a few clicks, marketers can build ultra-personalized campaigns to deliver customers advertising that they care about.
• Cia.Hering, a Brazilian textile and retail company, used Google Cloud to implement AI-powered image search, which allows its customers to find desired clothing using a photo as a reference, and the Herica chatbot, which can personalize messages and answer questions. This implementation resulted in a 16% increase in click-through rates, and a 122% higher average purchase.
• Comoferta.com uses Gemini and Vertex AI, to revolutionize the way Brazilian consumers compare supermarket prices. The application, which recognizes products from photos of shelves using computer vision and OCR, analyzes and compares prices in different stores, displaying the results in an organized way so that users can save on their purchases.
• Delgado Guitars, a family business selling handcrafted guitars, uses Gemini in Gmail to send timely and personalized responses making it easier to keep sharing the family’s three generations of experience with musicians worldwide.
• Down the Road Spice Co. uses Gemini in Slides to create designs promoting its spice blends, helping the family-owned business share their multi-generational recipes with the world.
• The Estee Lauder Companies utilizes Google Cloud AI, including Gemini, to power its language assistant, Ella. This tool allows brand leaders to generate various creative content, translate languages, and summarize meetings, enhancing productivity and customer experience.
• Farmatodo, a Colombian chain of self-service pharmacies, uses Google Cloud, Looker, and Gemini for Workspace to personalize customer promotions and enable self-service shopping. Implemented in just 3 weeks, the platform drove virtual sales to represent over a quarter of total sales in Colombia while self-checkout solutions now account for more than a quarter of in-store transactions.
• Grupo Pão De Açúcar, one of the largest retail groups in South America, adopted Vertex AI to improve sales forecasting for more than 700 stores with a portfolio of over 60,000 products in stock. This approach has generated gains in sustainability, customer satisfaction, and profitability.
• Grupo Casas Bahia is reinforcing its ecommerce and search experience with AI tools for the Brazilian market. Using Retail Search and Recommendations AI, product searches are now much more aligned with customer desires, resulting in a 28% increase in revenue per app user.
• Kraft Heinz is using Google’s media generation models, Imagen and Veo, on Vertex AI, speeding up campaign creations from eight weeks to eight hours.
• L'Oreal Groupe uses Veo 2 and Imagen 3 as a creative partner, enabling teams to generate diverse, cinematic shots in less time, producing hundreds of new qualitative videos across 20 more countries and languages while upholding its "trustworthy AI" values.
• Levi's is using AI models to help marketing teams with the first drafts for content generation and translations, while everything still has a human in the loop.
• Mondelez quickly generates visuals with Imagen for global brands like Oreo and Cadbury, supporting campaigns in more than 150 countries, with the goal of achieving 25% increase in ROI from generatively created content.
• *Ocado Retail, the UK's largest online-only grocery supermarket with nearly 50,000 products, uses Gems to quickly create "back of pack" copy with in-depth product details for its massive catalogue. The marketing team feeds tone of voice guidelines into Gemini to write individualized, branded content with recipes and jokes that make products more appealing to shoppers.
• Procter & Gamble used Imagen to develop an internal gen AI platform to accelerate the creation of photo-realistic images and creative assets, giving marketing teams more time to focus on high-level planning and delivering superior experiences for its consumers.
• Puma is using Imagen to customize product photos on its website, saving time and ensuring they are locally relevant across markets; PUMA India has already seen a 10% increase in click through rate.
• *Puma also developed its AI Creator app using AI Hypercomputer, Vertex AI, and Gemini running on NVIDIA H100 chips. They’ve democratized digital "kit"-building, with passionate user response: 180,000 unique items designed, 27,000 new user signups, and highly positive social media posts.
• T&C Surf Design in Hawaii writes radio copy with Gemini in Docs to help share the good vibes of 50+ years on the waves.
• The United Nations Population Fund has found Google Workspace with Gemini to be “a superpowered writing assistant,” where it can help a country director get the tone and formality right in an email to a government official, or a non-English speaker get their message across the way they want to.
• Wisconsin Cheese Mart uses Gemini in Docs to quickly write online product descriptions that inform a growing online customer base without taking time away from the hands-on in-store experience.
  Code Agents
• *Grupo Dia, a Spanish multinational supermarket chain, uses App Script with Google Workspace to create automated workflows, even by users with little coding experience. The AI-powered tools help teams across stores, warehouses, and offices streamline operations while maintaining full control over data privacy and sovereignty.
• Leroy Merlin, a global home improvement retailer, developed its Pull Request Analyzer using Vertex AI. This gen AI solution summarizes code changes, helping developers understand projects faster and improve code review efficiency.
• L'Oreal developed an AI agent using LangChain and Cloud Run to provide text-to-text and text-to-image generation capabilities. This AI agent streamlines processes and enables faster development and deployment of gen AI applications, saving the company time and money.
• Wayfair piloted Code Assist, and those developers with the code agent were able to set up their environments 55 percent faster than before; there was also a 48 percent increase in code performance during unit testing, and 60 percent of developers reported that they were able to focus on more satisfying work.
  Data Agents
• Backcountry has reduced the burden of managing and maintaining infrastructure while providing a strong, secure, and scalable data foundation to deliver advanced gen AI capabilities in the future. The retailer relies on BigQuery and Looker for all of its data analytics, providing daily reports and insights that inform decision-making across the entire organization.
• Coop uses Vertex AI Forecast to predict product demand and optimize inventory levels in its distribution centers. This AI-powered forecasting has resulted in a 43% improvement in forecasting accuracy, leading to reduced food waste and improved sustainability.
• The Estee Lauder Companies leverages BigQuery to efficiently analyze data and improve operational efficiency.
• *FIFCO, a Costa Rican beverage and food company, uses Vertex AI to classify confiscated marine shells by ecosystem and return them to their native habitats. The AI model, trained on over 18,500 photographs, classified 36,000 shells with over 90% accuracy, enabling the return of over 450 kilograms of shells to Costa Rica's marine ecosystems.
• Fortenova Group, one of Croatia's leading food and retail companies, created an AI inventory helper that provides grocery store managers with fresh insights to help them place more accurate orders for perishables like fruits and vegetables, reducing food waste while boosting profits.
• GPC, the Genuine Parts Company, implemented a pilot program utilizing Google Distributed Cloud in one of their Atlanta stores. This modern, distributed infrastructure approach, infused with AI, provided GPC with the agility and flexibility they needed to accelerate their development cycles and streamline store infrastructure management and operations.
• Gordon Food Services, the largest family-operated food distribution company in North America, is transforming decision-making across the organization with AI agents connected to their enterprise data, including Google Workspace and Salesforce, to simplify insight discovery and even recommend next steps.
• Hunkemöller, a leading Dutch intimate apparel brand, worked with Devoteam to develop a single, scalable modern data stack on Google Cloud that enables internal development and building advanced AI solutions.
• Jacobsen Salt Co. uses Gemini in Sheets to organize the constantly-changing environmental data needed to produce high-quality, hand-harvested sea salt.
• Kindred Post — a gift shop and community space in Juneau, Alaska — forecasts inventory needs for tourist season with an intricate tracker made by Gemini in Sheets.
• *Mattel built an AI-powered feedback classification system powered by BigQuery, Vertex AI, and Google’s Gemini models. The system analyzes millions of feedback points from a diverse range of sources (customer reviews, social media, contact center) in seconds — delivering a staggering 100x increase in data processing capacity and slashing analysis times from a month to a single minute
• Mercado Libre uses Vector Search and embeddings in Vertex AI to reshape online shopping by providing precise results that best match a user's query.
• *MobiaAuto migrated its automotive marketplace platform to Google Cloud in 2024 to leverage Gemini models in Vertex AI and BigQuery for AI-powered data analysis. The platform uses Kubernetes infrastructure to handle traffic peaks while connecting buyers and sellers across its classified ads portal, dealer services, and market insights offerings.
• *Morrisons, one of the UK's largest supermarkets serving nine million customers weekly, migrated to BigQuery and Looker to gain real-time access to business data for the first time. The company went from daily reports to real-time insights with no more than a 15-minute delay, a 98.96% improvement.
• NotCo, a Chilean food tech company, partnered with Eleven Solutions to develop a conversational AI chatbot, powered by Gemini; the chatbot has revolutionized data access, allowing employees to instantly query their SAP system and gain real-time insights for faster, data-driven decision-making.
• *OK Corporation, a discount supermarket chain operating 147 stores across the Tokyo region, uses BigQuery to process purchase data from over 100 stores and enable near real-time purchase analysis that allows stores to adjust prepared food quantities based on current sales trends. The cloud analytics platform replaced an on-premises data warehouse that couldn't handle the volume and now supports the company's goal of 20% annual growth, with plans to add machine learning for sales forecasting.
• *OTTO, a leading German ecommerce retailer, implemented Google Cloud's Time-series Dense Encoder (TiDE) model on Vertex AI and Google Kubernetes Engine to enhance demand forecasting. The company improved forecasting accuracy by up to 30%, reducing inventory costs and increasing product availability for customers.
• Revionics' intelligent retail pricing platform has incorporated gen AI to turn big data into smarter pricing decisions. Revionics built a new chat-based AI agent that can help customers understand system configuration and optimization and dive deeper into data on the factors influencing pricing.
• Shopify, the leading ecommerce platform for online merchants, completely transformed its data infrastructure to bring together all of its data and connect it with the latest groundbreaking data and AI technologies to deliver powerful business intelligence and AI insights.
• *Simbe, a multimodal, retail-focused computer vision company, built its AI-powered Store Intelligence platform on Google Cloud. By deploying autonomous robots and sensors, Simbe provides real-time insights into shelf inventory and price accuracy. This helps retailers reduce out-of-stock instances, improve pricing and promotion execution to the high 90% range, and achieve a 4x return on investment within 90 days.
• Spoon Guru uses Vertex AI to process up to 14 billion data points a day, including pack labels, ingredients, nutritional values, allergens, and other metadata, so retailers and consumers can better determine a product’s suitability for any given health, nutrition or lifestyle diet.
• Tchibo, a major European coffee and e-commerce company, uses Vertex AI and BigQuery to optimize its demand forecasting. This AI-powered solution, known as DEMON, generates over 6 million predictions daily, allowing Tchibo to manage warehouse supplies efficiently, reduce logistics costs, and improve product availability.
• Unilever created digitized distribution trade processes using BigQuery. Using in-depth analytics, Unilever can now process 75,000 orders daily and reach millions of retailers in emerging markets.
• The Village Store simplifies accounting for its two-person team with Gemini in Sheets, so they can get back to the hands-on work of running an old-town general store.
• The Woobles tracks inventory of its beginner crochet kits faster with Gemini in Sheets, easily putting together forecasts and run rates to make sure every Wooble finds a home.
• Woodward Throwbacks, a furniture company that uses reclaimed wood, tracks projects with help from Gemini in Sheets, creating monthly or project-based trackers suited to the team’s needs with a single prompt.
  Security
• Dunelm, a leading UK furnishings retailer, integrated Google Security Operations with Google security partner Acora, to create a comprehensive risk profile and modernized its security operations to deliver adaptive, agile, highly automated defense against even the most sophisticated threats.
• Etsy deployed AI-powered Google Security Operations to simplify log management and ingestion, accelerated detection creation and review, and improved incident response capabilities.
• Grupo Boticário, one of the largest beauty retail and cosmetics companies in Brazil, employs real-time security models to prevent fraud and to detect and respond to issues.
• ManTech, a defense contracting firm that provides technology services to the U.S. government, launched an advanced Google Workspace practice for secure AI-driven innovation, allowing the organizations they support to “test drive the latest in generative AI and Google Workspace…”
• Pernambucanas, a Brazilian retailer operating in more than 340 cities, improves fraud detection through its solutions created with AI. Using Google Cloud’s OCR technology, the company has reduced manual document evaluation by 80% and improves data collection through the analysis and processing of customer photos.
• *Wyze Labs is rolling out new AI-powered anomaly detection features for its security camera systems, powered by Google’s vision AI tool.
  Technology
  Customer Agents
• Abstrakt uses Vertex AI to enhance contact center customer experiences by transcribing calls and evaluating sentiment in real-time. This empowers call center workers to have more effective conversations, resolve issues faster, and provide a better customer experience.
• ADT is building a customer agent to help its millions of customers select, order, and set up their home security.
• *AMD, a leader in high-performance computing, deployed a Vertex AI-powered chatbot in customer operations that pulls data related to order scheduling and deliveries to answer customer questions quickly. The natural language chatbot helps the customer service team provide faster responses by accessing real-time information from SAP systems.
• AUI's Apollo AI agent empowers businesses to create complex, multi-step conversational experiences for its customers. This neuro-symbolic AI agent integrates with existing systems and tools, ensuring accurate, transparent, and compliant interactions.
• BMC partnered with Google Cloud to bring the power of Vertex AI and Llama 3.1 to its BMC Helix platform, which has significantly boosted accuracy for conversational AI and AIOps recommendations, giving BMC customers access to cutting-edge AI solutions tailored to their needs.
• Character.ai built its realistic conversational chat platform using the full stack of Google Cloud AI services, including for model training and daily operations, allowing it to manage terabytes of conversations each day without interruption.
• Flockx lifts people out of loneliness by connecting individuals with events, communities, and like-minded people using collaborative AI agent technology, built with Google Cloud and Elastic.
• Gojek, an Indonesia-based super app, launched "Dira by GoTo AI," a Bahasa Indonesia AI-powered voice assistant integrated into its GoPay service, allowing customers to use voice command to eliminate typing and scrolling, and complete tasks like bill payments and money transfers with fewer steps.
• Hand Talk uses AI to translate spoken and written Portuguese into Brazilian sign language using a virtual character named Hugo; the embedded AI translates the oral language into ASL gloss, then converts the gloss into signs, enabling communication and education for deaf individuals and their families.
• *IntentAI, a Singapore-based SaaS company developing human-like Enterprise AI Agents for financial services and healthcare, uses Google Cloud to power over 200,000 healthcare appointments annually. The AI Agent handles 77% of customer chats and increased call center agent productivity by 2x.
• *Inworld, a platform for creating AI-driven characters, uses Gemini to power personalized and engaging online experiences like virtual tutors and in-app guides. The company can cost-effectively support millions of concurrent users with just millisecond latencies.
• *Kata.ai, an Indonesian Conversational AI company, uses Google Cloud's LLMs to enhance its chatbots with hyper-personalization. This has improved the company's cost efficiency by 40%.
• *LiveX, customer service AI agents, uses Google Kubernetes Engine Autopilot and NVIDIA GPUs to power its platform. These technologies reduced total cost of ownership by 50% and operational costs by 66% while supporting an 85% reduction in customer support costs for one of its clients.
• *MOGUL.sg, a Singapore real estate platform, launched MAIA in February 2025 — an AI agent for automated property searches and viewing appointments on WhatsApp — using Vertex AI, Gemini, and Google Maps API. The company reduced user query response time by 5-10 seconds, making interactions feel instant.
• Moveo.AI uses Vertex AI to train and deploy custom AI models for creating AI-powered customer experience agents. This has resulted in faster model development, improved customer engagement, increased revenue, and reduced customer churn for Moveo.AI's clients.
• *Owl.AI, a sports technology company, delivers AI-powered solutions to professional sports leagues. Their offerings, which include judging and scoring, aim to enhance accuracy, consistency, and eliminate bias. Owl.AI achieves this by leveraging AI models built on Gemini and fine-tuned on Google Cloud to analyze real-time video footage of athletic performances.
• Personal AI offers a “personal language model” using only the data of one individual or brand and allowing them to control and own how it is used. Built on your own data, facts, and opinions, it creates a responsive and interactive messaging experience that helps people be more productive and deepen relationships.
• *Plateer built Groobee, its AI-based ecommerce marketing solution, using Vertex AI and Gemini Flash to enable natural language product search that understands queries like "things I need for my five-year-old daughter's birthday party." Gemini Flash delivered faster response speeds and better results than other large language models while costing less than half of alternative AI models.
• *Quanscient, a Finnish cloud-based multiphysics simulation platform company, built a customer support chatbot using Gemini Flash that answers natural language questions about how to design simulations by searching through text and images in the platform's documentation. The deployed chatbot lowers the barrier to entry for using the platform while reducing the workload on the customer support team.
• Quora developed Poe, its own generative AI platform for people to discover and chat with AI-powered bots, including Gemini, Anthropic’s Claude, Meta’s Llama, and Mistral’s Large 2 — many of which are hosted on Google Cloud’s purpose-built AI infrastructure.
• Reddit has launched Reddit Answers, its new conversation platform, which uses gen AI built with Gemini and Vertex AI that’s grounded in Reddit’s vast repository of information. Additionally, Reddit is using Vertex AI Search to improve its homepage experience.
• *Replicant automates customer conversations for enterprise brands using voice and chat AI agents that replicate the expertise of your very best agents. Gemini helps Replicant deliver consistent service 24/7 that deploys quickly, scales effortlessly and continuously improves to boost ROI and CX.
• *Signify's Philips Hue Platform, managing over 153 million connected light points worldwide, built its cloud infrastructure on Google Kubernetes Engine to handle natural lighting patterns across global time zones. The platform now processes over 3.5 billion transactions daily including 100 million lighting commands, representing a 1,150% increase in traffic over the past decade while maintaining response times under a few hundred milliseconds.
• Simular, part of the Google for Startups Cloud AI Accelerator, is creating personal AI agents that can use computers like a human.
• Snap has deployed the multimodal capability of Gemini within its “My AI” chatbot and has since seen over 2.5-times as much engagement within Snapping to My AI in the United States.
• *Transsion, a leading mobile phone manufacturer with 14% global market share, built AI features for its TENCO CAMON 40 series smartphones using Gemini Flash and Imagen on Vertex AI, including a multimodal assistant named Ella that responds in 0.23 seconds. The phones support text translation in 136 languages, voice translation in 44 languages, and photo translation in 51 languages, bringing advanced AI capabilities to users in emerging markets.
• Twilio, a leading customer engagement platform, delivers the data, communication, and AI tools businesses need to create personalized customer experiences at scale.
• *VideoShow, a mobile video editing company with nearly 400 million users globally, uses Gemini Flash, Natural Language AI, and Text-to-Speech AI to power its AI Chat language assistant product that provides accurate, emotionally intelligent conversational experiences. The assistant launched in just 3 weeks from concept to deployment using Google Cloud's multimodal AI capabilities.
• *vivo, a global smartphone maker serving over 500 million users across 60+ markets, integrated Gemini on Vertex AI and Speech-to-Text with Chirp to deliver multi-language writing, summarization, and transcription features in its smartphones. The company launched its first AI phones in 2024, with the X series and V series demonstrating strong market acceptance as vivo continues expanding these AI capabilities to more users worldwide.
  Employee Agents
• 2bots offers technology solutions, such as chatbots and virtual agents, built with Google Cloud’s AI solutions; these intelligent chatbots and content generation tools are transforming the way companies interact with their customers.
• *AMD, a leader in high-performance computing, built a finance chatbot using Vertex AI and Cortex Framework to accelerate cash-flow forecasting. The generative AI solution enables the finance team to use natural language queries to access and analyze data from SAP systems.
• *AMD, also developed a generative AI chatbot for its HR team using natural language processing to access information from SAP systems. The chatbot allows HR staff to quickly find the information they need through conversational queries.
• *Appier, a SaaS company providing AI-powered marketing and advertising solutions to over 1,800 global brands across 17 offices in Asia Pacific, the US, and Europe, uses Translation AI integrated with its team communication platform to accelerate collaboration within its multilingual team. The instant translation feature allows employees to exchange ideas in their native languages and see translations alongside original text in the same window, eliminating the need to copy-paste between separate tools.
• Augment, an AI-powered software development platform, is building an AI personal assistant that offers enhanced note-taking and collects information across your apps, including calendar, email, texts, and social media, so users can more quickly and easily find personal information and keep their lives organized.
• *Autonom8 uses Vertex AI, Gemini, and Vision AI to help enterprises build autonomous, agentic workflows on its low-code platform, achieving productivity gains in excess of 3x and a 2x acceleration in response times. The company found Gemini models superior to a leading competitor at 10x lower cost per token, enabling Autonom8 to deploy chatbots and generative AI workflows to customers in several hours.
• *Bobble AI, a conversational keyboard platform with over 50 million users, integrates a third-party generative AI solution to enable voice-to-text conversion and AI-generated content recommendations. Migrating to Google Kubernetes Engine reduced overall cloud costs by 15%, achieved a 99.95% API success rate for real-time personalization, and accelerated incident investigation from days to real-time through Cloud Logging and Managed Service for Prometheus.
• Box has integrated Vertex AI to build new gen AI features that help customers more efficiently process and analyze data stored in the Box Content Cloud, including deep-learning-based malware detection, timely alerts about unusual activity, and content classification that can automatically protect data.
• Causal's mission is to simplify financial planning for startups. Wanting to boost performance and maximize its time and talent, Causal used Gemini to build a generative AI-powered setup wizard that helps users connect their data, analyze patterns, and generate financial models in just five minutes.
• Clodura.ai built a sales co-pilot using Vertex AI that analyzes organizational data to help B2B sellers close deals; the Vertex platform led to 71% less technical debt, 12-times faster app delivery, and resulted in significant customer growth.
• Devoteam is investing in AI by obtaining 4,000 Gemini Enterprise licenses to enhance productivity and collaboration, with the aim of becoming a leader in AI innovation and strengthening its ability to guide customers in their own AI journeys.
• Fireflies.ai can transcribe, summarize, and analyze meetings, recordings, and other voice conversations to save time and improve collaboration and information sharing across teams.
• *Flashpoint, a global leader in threat intelligence, relies heavily on Gemini for Google Workspace to help power its operations.
• *Fullstory, a behavioral data platform helping brands understand customer interactions, uses Gemini to take meeting notes, summarize them into structured format, and turn them into 30-second video scripts. The team plugs scripts into Google Vids to create videos with voiceover and imagery for customers, prospects, cold outreach, and event promotion.
• Glean builds on Vertex AI and BigQuery to deliver powerful, unified enterprise search across all workplace applications, websites, and data sources used within an enterprise, helping users find exactly what you need and discover the information you need to do their best work.
• *Gobii provides AI agents that automate complex web tasks like forms and workflows directly in the browser. To power these intelligent agents, Gobii leverages Google Cloud, utilizing Vertex AI and our scalable GKE infrastructure.
• *Goodlord, a RentTech platform that allows letting agents to manage properties and handle the entire lettings process, uses Gemini in Google Workspace to automate note taking and draft and refine emails. After the initial rollout, users were saving an hour or more per week by automating these tasks.
• *Guane, a Colombian AI company, uses Vertex AI with Gemini 1.0 and Document AI to power AURA for law firms, automating the analysis of land restitution sentences and embargo notices. The platform reduced land restitution sentence processing from 12 hours to 6 minutes and processes hundreds of thousands of embargo documents in minutes.
• LiveX AI delivers AI Agents that swiftly enhance product education, boost customer conversion, reduce churn, and provide personalized customer support, with the goal of offering everyone a seamless VIP experience across their customer journey.
• Lytehouse provides instant video intelligence for any CCTV camera, enabling businesses to extract security, operational, and business insights from their video data by having multimodal gen AI agents monitor their cameras 24/7 — acting as coworkers for their business.
• *Macro, an AI productivity platform, uses Gemini to modernize knowledge work by offering a unified workspace with features like multi-document chat and editable mind maps. The platform simplifies complex workflows and scales with demand for over 125,000 users in legal, finance, and education, while offering enterprise-grade security, data privacy, and compliance.
• Maqqie, a Dutch startup, worked with Rappit to transform the future of HR recruitment, harnessing the power Vertex AI and its pretrained models to pinpoint the best candidates from its pool of 43,000 profiles, increasing revenue and retention.
• *OneClass, a Taiwan-based online education provider serving more than 120,000 K-12 students, uses Gemini models and Vertex AI to enhance study counselors' productivity by 50% through automated lesson summaries and study reports. The company shortened cross-database data processing time from weeks to one hour with BigQuery and scaled from 1,000 to over 1 million daily users with zero downtime using Firebase.
• *Parallel is using Gemini models to power new products including an API for AI agents to perform high-value tasks using web data.
• Quantum Metric has introduced Felix AI, powered by Gemini Pro, to simplify digital analytics and decision-making. Felix AI automatically summarizes a user’s web or mobile session and consolidates the moments that matter most into short, readable summaries for customer service workers.
• *Quench.ai, an AI workplace assistant that helps teams search across all company tools and data instantly, built its platform on Google Cloud using Cloud Run, Memorystore, and Gemini 2.5. The company reduced development time for a custom debugging tool by 85%—completing in two afternoons what previously took weeks—while giving customers faster access to the internal information they need to work productively.
• Rubrik, a cybersecurity company, is leveraging knowledge agents in Agentspace to develop deeper customer insights and prepare for impactful sales interactions.
• Salesforce is working with Google Cloud to create AI agents that work across both platforms using the newly launched Agent2Agent (A2) open protocol.
• SAP is using Vertex AI and Gemini in its the SAP Business Technology Platform, so business users now have new opportunities to gain actionable insights from their data using natural, everyday language.
• ServiceNow CRM works with Customer Engagement Suite, helping automate and personalize customer interactions across systems.
• *Skyvern helps companies automate browser-based workflows with AI. Skyvern uses Large Language Models (LLMs) like Gemini 2.5 Pro and computer vision, to interact with websites, enabling it to automate tasks like filling out forms, procuring materials, and downloading invoices. Skyvern's AI agents can adapt to website changes, making automation more robust.
• *STACKIT, a subsidiary of The Schwarz Group offering sovereign Google Workspace solutions in Germany, uses Gemini to summarize email inboxes and efficiently manage email content. The AI helps employees work more productively while protecting against cyber threats through a secure, browser-based environment.
• *Systalyze, an enterprise AI optimization platform founded by MIT researchers, uses Google Kubernetes Engine and Google Cloud's AI infrastructure to help businesses deploy AI applications with up to 90% cost reduction. The company delivers 2-15x performance improvements across inference, fine-tuning, and training while maintaining complete data privacy, and is now available on Google Cloud Marketplace.
• *TeknTrash Robotics, a UK company developing AI-powered waste sorting robots called ALPHA, built its Robots-as-a-Service platform on Google Cloud using Compute Engine, Cloud Data Fusion, and Cloud Storage to manage over 49 terabytes of hyperspectral imaging data. The company reduced simulation runtime dramatically and projects a 10% improvement in material recovery efficiency with potential future gains up to 50%.
• *Temporal, a durable execution platform for developers, uses Vertex AI to enhance its customer support operations. The solution provides improved visibility into support trends by automatically categorizing 80% of support tickets, allowing the team to anticipate customer needs and identify new opportunities.
• *tenXengage, an AI-powered channel success platform for technology companies, migrated to Google Cloud using Google Kubernetes Engine, Vertex AI, and Gemini, reducing deployment times by 50%. The company plans to integrate Gemini across the four pillars of its platform—incentives, deal acceleration, training, and partner engagement—while enabling its team to focus on high-value development activities.
• TransCrypts leverages Llama on Google Cloud to bring its AI-powered copilot, Castello, to thousands of customers in a matter of days. The performance and cost-efficiency of TPUs allow them to deploy these advanced models at lightning speed, handling complex workloads that would otherwise be out of reach.
• *Trellix, an AI-powered cybersecurity platform provider, uses Gemini embedded in Google Docs, Sheets, and Slides to conduct industry research. Team members save time by asking Gemini questions directly from their existing projects.
• *Turing Enterprises uses Gems, customized tools and prompting within Gemini, to create career-focused AI assistants tailored to technical roles that upskill and validate technical proficiency for hundreds of team members. The company also deployed Google's Career Builder Gem, which delivers personalized career guidance, motivation, and learning support, contributing to a 32% rise in team member satisfaction.
• *Turing also built a custom AI model trained on internal knowledge to draft replies to HR support tickets, reducing ticket processing time by 33% after two days of development. The company has built Gems on track to automate 60% of 52,000 annual tickets by year end, freeing up staff for other HR tasks.
• Typeface uses gen AI to allow brands to create captivating content that deeply engages customers at scale, improving operational efficiency while retaining branding consistency and control.
• *Visma Tripletex, Norway's premier cloud-based ERP system with 140,000 customers, uses Vertex AI and Gemini with BigQuery to automate customer support ticket summarization and categorization for 50,000 monthly queries. The solution saves the customer support team more than 8 hours per day on manual tagging and reduces customer issue analysis from two days to minutes, enabling product teams to quickly understand and address customer problems.
• WebFX uses Gemini in Google Workspace to brainstorm content, write emails, and plan projects in order to save time and improve the quality of work.
• *Zilliz, a San Francisco-based vector database company serving over 10,000 enterprise customers including Nvidia, PayPal, and Walmart, rapidly launched Zilliz Cloud on Google Cloud by developing 50-60 microservices within just a few months using Google Kubernetes Engine. During the peak AI boom period, the platform successfully added up to hundreds of clusters per day, with only three employees managing operations and maintenance for thousands of running clusters.
  Creative Agents
• Bewe, a Colombian digital transformation platform for small and medium-sized enterprises, has created an assistant with Google Cloud's generative AI that helps businesses in the region improve customer management and loyalty, increasing conversions and user satisfaction.
• Birdie.ai Transforms customer feedback into insights for companies, with generative AI providing the support they need to take action. With this technology, the company has saved 3.5X more per text processed, and reduced data analysis time.
• Bosch Digital, one of Europe's leading technology and services companies, is leveraging Gemini models to make deeper connections with its global audiences: many business units have begun localizing marketing content for a diverse range of markets and demographics — saving time and costs.
• ClearObject, a developer of visual AI services, is using Gemini for Google Workspace to boost both external and internal content creation, exemplified by its marketing team crafting a targeted LinkedIn strategy with Gemini's assistance.
• Features & Labels is a generative media platform for developers, accelerating the inference of gen AI models to improve the speed in which content is generated. The F&L team is working with Google Cloud to integrate its Veo 2 technology, empowering its users to create videos with realistic motion and high-quality output.
• Higgsfield.ai built a number of text-to-video apps for consumers, including Diffuse 2.0, which can combine users' photos, videos, and texts through AI models to create more realistic avatars.
• Hunty, a Colombian HR startup, automated, scaled, and streamlined its hiring processes with generative AI solutions, helping clients improve candidate interviews and selections, and facilitating hiring.
• *Infinite Reality, a company that helps online retailers and other industries build immersive 3D worlds for consumers, recently began using Gemini models on Google Cloud to help Infinite Reality customers quickly design and build AI-generated experiences.
• Jasper trains its suite of creativity-, writing-, and marketing-focused AI models on Google’s AI infrastructure, delivering on-brand, data-optimized assets faster and at scale to teams large and small.
• *Learner Net, an edtech company serving a global community of over 20,000 learners, uses Gemini models and Vertex AI to scale content. With Google Cloud, the company achieved a 20-fold jump in content creation.
• *Mediology Software, a digital publishing agency serving publishers across India, integrated Vertex AI and Gemini into its SORTD product set to deliver AI-powered content operations including video analysis, content summarization, image generation, and metadata enrichment. The company lowered the average time to create a news article from a one-hour video from up to three days to just three hours.
• Nerdmonster, a digital platform serving over 40,000 retail establishments in Brazil, uses Gemini to automatically classify and analyze images and videos from client stores, transforming visual content into actionable data and alerts. The implementation reduced operational costs by up to 40% while processing 200 to 300 images in seconds, enabling clients to understand consumer-generated content without manual categorization.
• *NightCafe Studio, an AI art generation platform serving 25 million users, scaled from thousands to millions of AI image requests monthly using Firebase, Cloud Run, and Vertex AI with a team of just four engineers. The bootstrapped company has generated over 1 billion images and handles over 100 TB of user-generated content with Cloud Storage.
• Pix Force is part of the visual inspection sector and is investing in gen AI to collaborate on around 80% of document reading services. The company reduced the time to read documents and personal authorizations from three days to 15 minutes.
• Scaleup has created an AI-based technology that transcribes video lessons and generates subtitles in up to seven languages. This innovation improved content absorption and reduced student dropout rates before the end of the course by 17%.
• *Sivi, an AI design generator, built Large Design Models on Vertex AI and integrated Gemini to create a conversational interface that generates personalized designs in over 70 languages. The company reduced design brief formation time by more than 50% and achieved engagement rates of up to 45% with the conversational model compared to traditional user interfaces.
• *STACKIT, a subsidiary of The Schwarz Group offering sovereign Google Workspace solutions in Germany, uses Gemini in Google Workspace to enable rapid creation of graphics and videos and quickly generate content. The AI capabilities optimize collaboration and boost productivity while maintaining the highest level of security.
• Trakto has launched a platform that uses generative AI to automate ad creation at scale. The initiative allows for quick text generation and text-to-speech conversion, providing customers with a complete and scalable marketing solution. Brazil, Technology.
• *Trimble, a global industrial technology leader with 12,000 employees, uses Google Vids with AI voiceover tools to create polished, branded video content and training materials. Employees generate professional narration by typing scripts, create videos for hardware assembly and troubleshooting, and replace lengthy meetings with short, focused videos for project proposals and updates.
• Typeface enables users to automate marketing workloads and across teams with its Arc Agent, which supports marketers with campaign performance, creative content creation updates, and audience optimization.
• Urmobo, a mobile-device management platform, created a virtual agent, Odin, that significantly improved user experience and reduced support tickets by enabling clients to interact with the platform using natural language.
• *VideoShow, a mobile video editing company with nearly 400 million users globally, uses Gemini Flash on Vertex AI to generate creative text and story scripts, and Imagen 3 to create images from simple prompts that its proprietary algorithm converts into short videos. The AI-powered features enable one-click video creation, reducing the complexity barrier for new users and saving 3 months of model training time.
  Code Agents
• accessiBe develops technological solutions that help businesses do the very best they can to tackle web accessibility. Google Cloud AI helps accessiBe streamline its development process, reducing time-to-deploy by 5X; accessiBe's solutions, accessWidget and accessFlow, run on a 100% serverless environment and improve the accessibility of over 23,000 business websites
• Ai2's full portfolio of open AI models are accessible on Vertex AI Model Garden.
• Anyscale’s Ray compute engine has made it easier for developers to scale the most complex workloads such as multimodal data processing, model training, and inference across traditional and generative AI. Ray is built using GPUs and TPUs on Google Cloud, offering greater AI infrastructure flexibility to users.
• Anysphere, the startup behind the AI-powered code editor Cursor, has integrated advanced AI features like autonomous agents and codebase-aware chat into its platform. Cursor aims to create a highly effective human-AI programmer by automating tasks, understanding entire codebases, and accelerating development velocity, using models like Gemini and Anthropic's Claude on Google Cloud's Vertex AI.
• Arize AI, an AI agent and engineering platform, partners with Google Cloud to help organizations successfully develop, evaluate, and observe their generative AI applications. The Arize AX platform seamlessly integrates with Vertex AI models and runs on Google Kubernetes Engine (GKE), which allows a very lean operations team to easily scale services and provide deep visibility into every layer of AI systems.
• *aSim, an AI-powered mobile app development tool, allows you to quickly generate, share, and discover mini-apps. Users can instantly generate an app from a prompt, leveraging APIs/LLMs like Google Maps and Gemini, as well as image and video generation from Nano Banana and Veo 3.
• *Augment Code, an AI coding assistant, integrated Anthropic’s Claude 3.5 Sonnet via Vertex AI to power its codebase chat feature. This delivered an instant improvement to chat performance after quick implementation, enhancing security and allowing customers to build and troubleshoot code faster.
• *Aviator, an engineering productivity platform, uses Google Kubernetes Engine, Vertex AI, and Gemini to scale its engineering productivity platform to thousands of users while accelerating the development of new generative AI features.
• Box is already leveraging Gemini 2.5 to deliver more sophisticated, higher-value applications.
• Canonical collaborated with Google Cloud to optimize Ubuntu as a trusted, AI-ready infrastructure, designed for sovereignty, scalability, and control, serving a range of data-intensive use cases.
• Cognizant uses Gemini and Vertex AI to assist in software development, improving code quality and developer productivity. By integrating Gemini into its internal operations and platforms, Cognizant aims to enhance insights, optimize processes, and improve user experiences.
• Crew AI is providing agent-building frameworks in Vertex AI, so organizations can streamline workflows across industries with powerful AI agents.
• *DataCurve, a frontier coding data analytics provider, addresses complex data challenges by combining Web3 and generative AI on Google Cloud. Its platform uses AI agents for deep data analysis and Web3 for data authenticity, delivering insights that help customers take action and improve engagement.
• *DeepSource, a platform for code quality and security, leverages Gemini and Google Kubernetes Engine (GKE) to help developers automatically analyze and remediate code. The platform uses Gemini-powered AI agents for its Autofix™ remediation engine, which increases the accuracy of its static analysis and provides automated fixes. Running on GKE, DeepSource can automatically scale to process tens of millions of lines of code per day, reducing operational costs and accelerating time to market for over 6,000 companies.
• *Factory AI, a platform for agent-driven software development, accelerates engineering by unifying context from sources like GitHub and Jira to delegate tasks like feature development and migrations. It uses Gemini 2.5 Flash for data ingestion and Gemini 2.5 Pro for advanced code/document generation.
• *Fireworks AI, a generative AI platform, uses Google Kubernetes Engine and Compute Engine to run its fast and efficient inference engine. This enables the company to process over 140 billion tokens daily, offering customers high uptime and throughput with lower latency and costs.
• HydroX AI, part of the Google for Startups Cloud AI Accelerator, automate risk evaluation and compliance for gen AI models, helping to prevent unintended consequences and harmful behaviors so businesses can fully harness AI potential without sacrificing safety.
• Instalily, part of the Google for Startups Cloud AI Accelerator, is building a vertical AI agent platform that can build and operate entire teams of specialized AI agents that help automate B2B workflows across various departments.
• Kahuna Labs, part of the Google for Startups Cloud AI Accelerator, is building the industry’s first AI platform purpose-built for technical product support.
• Labelbox has built a fully managed AI model evaluation solution directly integrated into the Vertex AI platform, allowing Google Cloud users to seamlessly launch human evaluation jobs and set specific criteria for evaluation, such as question-answering and summarization; this eases and accelerates the ability to deploy human-in-the-loop AI systems with higher levels of trust and authority.
• Linear, a product development platform, built Similar Issues, a feature that uses AI to detect and prevent duplicate or overlapping tickets and ensures cleaner and more accurate data representation.
• *Lovable, an AI software engineer, leverages Google Cloud's Vertex AI to deploy and unify its core language models, including Gemini and Anthropic's models. This unique orchestration enables users to create complete, full-stack web applications from plain English descriptions, effectively cutting the time required for prototype development from weeks to minutes and app development from months to hours.
• Magic is building a developer platform with a 100-million-token context window, so organizations can upload extremely large code bases and more easily query and build on them using gen AI assistance.
• Meta has partnered with Google Cloud to offer its Llama models on Vertex AI. The Llama models prioritize accessibility, efficiency, and privacy, with a focus on responsible innovation and system-level safety.
• NetApp allows organizations to build AI agents with Agentspace directly on their existing NetApp data — no data duplication required.
• Pinecone provides infrastructure for developers to build accurate, secure, and scalable AI applications, allowing companies to easily ground gen AI apps in their proprietary data for use in AI search, retrieval-augmented generation, coding agents, and more.
• *Qodo addresses critical code quality concerns with an agentic platform that works within existing developer workflows. Qodo integrates into Vertex AI Model Garden and provides automated pull request reviews at no cost to open-source projects.
• Quantiphi saw developer productivity gains of more than 30% during its Code Assist pilot.
• *Quanscient, a Finnish cloud-based multiphysics simulation platform company, built an anomaly detection tool using Gemini Flash that verifies simulation designs for flaws before users run them. The solution uses knowledge from previous simulations to flag errors immediately, saving users money on failed simulations and time spent troubleshooting.
• *Quanscient also developed a coding assistant using Gemini models on Vertex AI that generates Python simulation code from natural language descriptions. The solution makes the platform's coding API accessible to users without strong programming knowledge, enabling them to design complex simulations through conversational prompts.
• Replit, on a mission to empower 35 million users to build applications regardless of coding experience, uses Claude 3.5 Sonnet on Vertex AI to power Replit Agent, which transforms natural language prompts into working applications deployed to Cloud Run in minutes. The AI agent has enabled over 100,000 application deployments, including projects that have grown into companies worth tens of millions of dollars, while saving users hours or weeks previously spent on coding and debugging.
• *Resolve AI, an always-on AI SRE, autonomously investigates incidents and helps run production systems using code, infrastructure, and observability data. With the intelligence and performance of Gemini on Vertex AI, Resolve AI improves MTTR, reliability, and engineering velocity for its customers.
• Safe Superintelligence is partnering with Google Cloud to use its TPUs to accelerate its research and development efforts toward building a safe, superintelligent AI.
• *Sieve, an AI research lab focused on video data, builds multimodal AI systems to automate dataset creation, improve data quality, and provide relevant metadata that powers frontier model training. Sieve uses Vertex AI for large-scale video processing, content moderation, and indexing, including tasks like text recognition, captioning, and enrichment.
• Snorkel AI, an AI application development company, uses Google Cloud to deploy Snorkel Flow, a data-centric platform that accelerates AI application development by up to 100 times. This platform makes AI development easy by reducing AI development time, labeling data in minutes, and adapting to data changes without manual relabeling.
• *spring.new, a platform that enables anyone to build custom business applications using natural language, runs on Anthropic's Claude models and Gemini via Vertex AI with integrations to over 200 SaaS apps. The company helps customers achieve time savings of 95-99% on R&D projects, with users creating applications in 1-2 hours that previously took up to three months.
• *Systalyze, an enterprise AI deployment platform, reduces the cost and complexity of AI. Through a partnership with Google Cloud, it reduces deployment costs by up to 90% and accelerates fine-tuning, inference, and agentic AI by 2–15x, while keeping data fully private and secure.
• *Trimble, a global industrial technology leader, uses AppSheet to enable employees without coding experience to build applications from Google Sheets in 90 seconds. The no-code tool automates manual processes like data entry, allowing teams to create apps that simplify daily tasks with just a few clicks.
• *Turbopuffer, a startup offering serverless vector and full-text search, uses Google Cloud Storage, Google Kubernetes Engine, and Google Compute Engine to help AI businesses overcome the high costs and complexity of traditional database architectures. Its solution has reduced AI database cost by up to 90% for customers, manages over 1 trillion documents, and handles more than 10 million writes and 10,000 queries every second.
• Turing is customizing Gemini Code Assist on its private codebase, empowering its developers with highly personalized and contextually relevant coding suggestions that have increased productivity by around 30% and made day-to-day coding more enjoyable.
• *Vercel democratizes access to AI models through its AI SDK and AI Gateway, making it seamless for developers to integrate agentic capabilities into their applications. By providing unified access to leading models like Google's Gemini through a single interface, Vercel has enabled teams to build AI-powered features faster and more reliably.
• *VESSL AI, an MLOps platform, uses Google Cloud to accelerate AI model development and reduce costs for its users. By leveraging Google Kubernetes Engine, VESSL AI can dynamically scale ML workloads, helping users create AI models up to four times faster and realize up to 80% savings on cloud expenditures. The platform's integration with Vertex AI provides users with access to powerful models and AutoML solutions, further streamlining the MLOps lifecycle.
• Weights & Biases, a creator of AI tools for developers, created W&B Weave, a lightweight toolkit to track, evaluate, and debug gen AI applications built with Gemini, so teams can confidently go from demo to production.
• *Windsurf provides an AI-powered code completion and generation tool for developers. Their AI integrates directly into IDEs, offering suggestions, generating code, and refactoring existing code. Windsurf uses Gemini 2.5 Pro to power its coding assistance IDE, and to support integrations with Cognition’s Devin AI.
• *Wipro, one of India's largest technology companies offering IT services in over 165 countries, uses Gemini Code Assist to automate routine coding tasks and enhance developer productivity across its software development teams. The AI coding assistant has improved coding efficiency by 30%, freeing developers from repetitive tasks to focus on more complex, strategic initiatives that drive greater value for clients.
• Writer builds and trains over 17 large language models that scale up to 70 billion parameters for custom AI models using Google Cloud and NVIDIA.
  Data Agents
• 180 Seguros is powering its data management platform for employees with Google Cloud AI and BigQuery to improve operational metric tracking, allowing for 3X faster query times.
• Addy AI is helping mortgage lenders and banks automate their lending processes with custom AI models trained on Vertex AI. For example, the platform can extract loan opportunity details from lengthy email threads with numerous attachments.
• Agromai uses a unified platform, powered by Google Cloud, to provide financial institutions and insurers with highly accurate risk analysis of agricultural plots. Using AI models, the company has realized significant performance gains and can now classify up to 10 million hectares per day.
• *AI Seer, a Singapore-based deep-tech startup, built Facticity.AI—a multilingual fact-checking platform named one of TIME's Best Inventions of 2024 in the AI Category—using Cloud Run, Gemini, and Vertex AI. The company reduced backend latency from a peak of 14,693 ms to a low of 17 ms and now serves 66.67% more requests per second compared to November 2024.
• AI21 Labs has partnered with Google Cloud to bring the power of the Jamba 1.5 Model Family to Vertex AI. This integration offers enterprises models designed to excel in high-demand tasks like summarization, reasoning, and creative content generation.
• *Alphaus provides cloud financial management solutions that help companies optimize multicloud costs and billing, using BigQuery for data analytics and Google Kubernetes Engine for processing. By migrating their database to Spanner, they reduced monthly cost fluctuations from an average of 34% down to just 4% and cut data transfer costs by 99%.
• Aluga Mais uses Vertex AI to analyze data and create a financial profile of its customers, checking civil and criminal proceedings, financial behavior, and income to the bureaucracy of the rental market in Brazil. With Document AI and BigQuery, the startup has also reduced the time for registration analysis from 90 minutes to just to 24 seconds.
• Anthropic has partnered with Google Cloud to offer its Claude models — including the upgraded Claude 3.5 Sonnet and Claude 3.5 Haiku — on Vertex AI Model Garden. This provides organizations with more model options for intelligence, speed, and cost-efficiency.
• Arquivei, which helps manage electronic tax documents quickly and securely, uses Google Cloud gen AI to discover insights and relevant data from a large volume of accounting data, as well as gaining the ability to convert tax reports into insights.
• *Ask-AI solves the critical problem behind many generative AI project failures: missing context. Their Customer Context Layer unifies fragmented support data across Zendesk, Google Drive, Slack, and Salesforce, giving SaaS teams accurate answers, intelligent routing, and real-time account insights that strengthen customer relationships and improve retention.
• *AssemblyAI, which builds speech-to-text and speech understanding models that solve complex audio intelligence problems like summarization and sentiment analysis, migrated to Google Cloud to train its Universal-2 model on 12.5 million hours of audio—10 times larger than its previous model. The migration delivered a 75% reduction in data storage and infrastructure costs, decreased model evaluation time from 24 hours to 20 minutes using Vertex AI, and enabled the company to release its Universal-2 model in less than six months.
• Atlantia.ai, a Mexican startup, is using Vertex AI and Vertex AI Search to build a platform allowing users to compare product offers in real-time based on preferences and location.
• Birdie.ai specializes in customer feedback analytics that provides actionable insights to companies. Using Gemini 1.5 Flash and Vertex AI, Birdie achieved a 9% improvement in model accuracy to attain a 96% accuracy rate while reducing the processed unit costs by 15%.
• *Box uses Gemini on Vertex AI to develop an AI-driven metadata extraction feature that automatically captures data from large documents such as contract expiration dates and structures it for workflow integration. The solution eliminates manual processes that can consume hundreds of hours per year at enterprise companies, handling both digital documents and handwritten content while making sense of unstructured financial documents and contracts.
• Bosch SDS, which supplies technology and services globally, has integrated sustainability into its core operations. Using Google Cloud Kubernetes, BigQuery, and Firebase to manage and scale solutions, build an AI-based cognition engine, and provide real-time alerts, Bosch SDS reduced energy costs by 12%, improved indoor comfort, and better usage of renewable energy.
• Climate Engine and Robeco are using AI and geospatial technologies with their scientific expertise and investment knowledge to inform how publicly traded companies’ actions impact biodiversity.
• Cohesity is integrating with Agentspace to provide employees with greater data discovery for better decision-making, while also increasing security.
• Collato's Vertex AI-powered assistant allows users to instantly transform raw information, including audio recordings, text, and images, into structured, polished documents, enabling users to create documents, such as requirements documents and user research summaries, in a matter of seconds.
• Contextual is working with Google Cloud to offer enterprises fully customizable, trustworthy, privacy-aware AI grounded in internal knowledge bases.
• *Crescendo Lab, a provider of marketing technology solutions for e-commerce brands, uses BigQuery to analyze TB-level daily data from LINE user interactions for precise audience segmentation. This shift allows clients to generate crucial consumer segmentation reports in five minutes, a process that previously took up to five hours, enabling instant marketing strategy adjustments before major campaigns.
• Elastic, a leading search analytics company, partnered with Google Cloud to help SREs and SecOps use gen AI to interpret log messages and errors, optimize code, write reports, and even identify and execute a runbook.
• Eon.io, a cloud data protection platform, uses Google Cloud Storage and BigQuery to transform backups into AI-ready data lakes. This allows its customers to eliminate fragmented data silos, reduce secondary storage costs by up to 98%, and improve data recovery times by up to 90%.
• Essential AI, a developer of enterprise AI solutions, is using Google Cloud’s AI-optimized TPU v5p accelerator chips to train its own AI models.
• fileAI leverages proprietary AI to automate the processing of any file end-to-end directly into any system without manual intervention. Built for finance, logistics, and insurance teams, fileAI's AI workflows unlock unstructured data in 90% less time, saving users up to 80% in costs.
• *Globant, a global technology company with over 31,000 employees and multi-year Google Cloud Partner of the Year, built a financial data warehouse using BigQuery with Gemini to automate report generation and data analysis. The self-service platform eliminated 100% of manual report generation, reduced query resolution time by 80%, and created a single source of financial truth across multiple business units acquired through rapid company growth.
• *Guane, a Colombian AI company, uses Vertex AI with Gemini to power AURA for logistics companies, automating cargo transport quotes and maritime contract analysis. The platform reduced cargo transport quote generation from 30 minutes to 30 seconds and maritime contract processing from 8 hours to 30 minutes.
• *Guane also uses Vertex AI, Gemini, and Document AI to power AURA for law firms, automating the analysis of land restitution sentences and embargo notices. The platform reduced land restitution sentence processing from 12 hours to 6 minutes and processes hundreds of thousands of embargo documents in minutes.
• Hebbia, the AI platform for knowledge work, has integrated Gemini models into its Matrix platform, which helps organizations build AI agents capable of working across all of their data.
• Hugging Face is collaborating with Google across open science, open source, cloud, and hardware to enable companies to build their own AI with the latest open models from Hugging Face and Google Cloud hardware and software.
• Humanizadas specializes in data intelligence for companies and used Gemini to automate the classification of online comments as toxic or those that identify people; it also optimized the extraction of information from PDFs. These have reduced the time required for these operational processes by 95%.
• Infosys, a global leader in next-generation digital services and consulting, optimizes digital marketplaces for a leading consumer brand manufacturer on Google Cloud, providing actionable insights on inventory planning, promotions, and product descriptions.
• Intelligencia AI is using AI models to research novel new drugs, relying on Google Cloud’s AI-optimized infrastructure to deliver scalable research that is accurate and transparent to meet the stringent needs of medicine.
• *Inworld, an AI platform for builders of consumer applications, uses Google Cloud and Gemini to cost-effectively handle tens of millions of concurrent users with response times measured in milliseconds, meeting strict requirements for quality, cost control, and security.
• Kakao Brain, part of Korean technology company Kakao Group, has built a large-scale AI language model that is the largest Korean language-specific LLM in the market, with 66 billion parameters. The company also developed a text-to-image generator called Karlo.
• *LG AI Research developed EXAONE 3.5, an enterprise-focused large language model using Vertex AI and Google Cloud's GPU infrastructure, achieving 56% faster inference and 72% lower costs compared to EXAONE 2.0. The 7.8B parameter model is optimized for domain-specific tasks and will be distributed through Vertex AI's Model Garden, with all training, inference, and deployment managed on Google Cloud with isolated tenant architecture for data security.
• *MaestroQA, a conversation analytics data platform, is leveraging Gemini to enhance its AI-powered conversation analytics. By using Gemini, MaestroQA is improving its ability to analyze customer interactions across every channel, providing deeper insights that help businesses boost customer satisfaction and drive growth and retention.
• Mistral AI has partnered with Google Cloud to offer its range of models — including Codestral for code generation and Mistral Large 24.11 for complex tasks like agentic workflows — on Vertex AI.
• *MLtwist, an AI data pipeline services company, processes, transcribes, translates, and labels large, complex data streams for enterprise applications. It uses Gemini and AI Studio for transcription and labeling tasks, saving approximately 63% of the time required to process even highly illegible documents.
• *mov operates Kuchikomi.com, a store support SaaS platform that uses Vertex AI, BigQuery ML, and Natural Language AI to analyze customer reviews from Google Maps and 19 other platforms. The platform's AI-powered review analysis and sentiment detection help store managers respond to customer feedback efficiently, with over 2,000 unique users accessing the system within six months of launch.
• Naologic, an AI application platform, uses Gemini APIs, Google Kubernetes Engine , and MongoDB Atlas on Google Cloud to build apps on top of legacy ERPs. The solution delivers fast query responses regardless of complexity, enabling powerful, natural-language chat and scaling for complex AI workloads like RAG and image search.
• *New Aim, Australia's largest private ecommerce technology company, migrated to Google Cloud to power its Dropshipzone marketplace and AirOxy.AI analytics platform for small to medium businesses. The company improved service availability from 97% to 99% and reduced infrastructure incident response time from hours to just 15 minutes.
• *NTT Data used Cloud TPU to build domain-specific pre-trained models for government document classification and search, achieving 20 times faster training speeds than standard processors. The project successfully created six types of specialized machine learning models through over 100 training iterations, enabling accurate classification and search of government documents with complex, specialized terminology.
• NVIDIA is offering Google Distributed Cloud with Gemini on its NVIDIA Blackwell processors, along with NVIDIA Confidential Computing, making AI available at the edge in new ways for regulated industries and countries.
• OpenText offers its managed services on Google Cloud, enabling users to quickly find fast, accurate answers to inquiries that span a broad set of business domains, such as DevOps, customer service, and content management.
• Oracle has now integrated the full range of Oracle Database services, running on OCI, with BigQuery, Gemini, and Vertex AI.
• *Parseur, a Singapore-based AI document processing platform with four team members supporting more than 50,000 users, implemented Gemini Flash and Document AI to extract data from emails and PDFs at scale. The company attributed 36.2% of overall revenue to Google Cloud AI services and grew its customer base by 50.4% year-on-year since introducing the Gemini-powered document extraction system.
• Persistent Systems has developed FinSight, a tool for analyzing financial documents Form 10-K or investment prospecta, allowing users to query the documents using natural language facilitated on Gemini models.
• *President Information Corporation (PIC), a Taiwanese IT provider for the retail industry, uses Vertex AI Vision and BigQuery to create omnichannel marketing solutions. By analyzing consumer behavior, PIC helped an ecommerce client double its platform's conversion rate.
• *Pro-Vigil, the largest fully customer-committed provider of video-based solutions in the US with 30,000 onsite cameras, migrated to Google Cloud to optimize its AI-enabled remote video monitoring platform. The company processes over 70 million video events monthly and is on track for significant performance improvement and cost optimization.
• *Quadance, an India-based AI and automation company, used Gemini to process two million images and corresponding names from college yearbooks within one month. The company reduced development effort for the project by 50% and added a Gemini-integrated chat interface to its document storage system for faster, more relevant responses.
• *Satlyt, a space compute leader, enables in-orbit AI workloads by orchestrating intersatellite communication and routing. It uses Google Cloud's Kubernetes Engine, Vertex AI, and scalable data infrastructure to deploy AI agents and plans to deploy Google's Gemma models in orbit.
• *Schibsted Marketplaces, a leading online classifieds group in the Nordic region, migrated its recommendation engines to Bigtable and BigQuery to support machine learning model development across mobility, real estate, employment, and re-commerce verticals. The company reduced infrastructure costs by 70% while improving data access speed, allowing data scientists to develop and deliver models faster with a shorter time to market.
• *SE3 Labs, a 3D computer vision and AI company, uses Cloud Run to deploy advanced AI model technologies that create "Spatial GPTs," which are essentially AI models that can understand and interact with the world in 3D.
• StarCloud, part of the Google for Startups Cloud AI Accelerator, wants to transform the paradigm of hyperscale data centers, enabling the future of AI by providing the largest training clusters on data centers in space.
• Story, a purpose-built intellectual property blockchain, is working with Google Cloud to use its Web3 services and infrastructure to bring new capabilities to developers on its platform.
• SuperSign’s platform facilitates digital contract signing processes with Gemini, as well as creating solutions focused on contract summaries and comparisons, opening up new opportunities in the market.
• Teradata helps analyze, categorize, and summarize customer inquiries or complaints by using Google Cloud’s multimodal capabilities to process text and voice data, identify key trends, and uncover actionable insights to enhance customer loyalty.
• *Trellix, an AI-powered cybersecurity platform provider, uses Gemini embedded in Google Workspace to build Looker Studio dashboards and draft formulas with correct syntax for calculated fields. The AI eliminates monotonous manual formatting work and allows the team to focus on analysis.
• *Trimble, a global industrial technology leader operating in 40+ countries across construction, agriculture, and transportation, uses Gemini in Sheets to help employees create complex calculations with natural language commands. The AI summarizes long documents, generates content, and plans projects, achieving 77% adoption and making Gemini one of the company's top three Workspace applications.
• ThoughtSpot uses its AI agent — Spotter — to empower customers to do deep data analysis using autonomous analytics capabilities and an AI-powered chat interface.
• *Us Media, a 25-year-old Dutch digital development company with around 20 employees, uses Google Cloud and Vertex AI to build platforms for NGOs and socially engaged organizations, managing nearly 100 projects. The company transformed archive searches from 30 minutes to several days down to a few seconds using AI, while accelerating development cycles to deliver impactful solutions for mission-driven clients.
• *Wipro, one of India's largest technology companies offering IT services in over 165 countries, uses AI-powered Recommender tools to analyze its Google Cloud environment and identify inefficiencies such as unattached storage disks, idle VMs, unused IPs, idle custom images, and suboptimal configurations. The AI-driven insights enabled Wipro to implement targeted optimizations including rightsizing virtual machines and shutting down unnecessary projects, achieving multi-million dollar annual savings.
• Zippedi, a Chilean data capture platform, uses Google Cloud’s gen AI to power its robots and deliver real-time insights to its customers. These AI-powered robots store and process information to generate insights that optimize decision-making. The company's retail clients achieve ROI between 4x-10x with up to 3% sales increases.
  Security Agents
• *Ajax Systems, a Ukraine-based security systems manufacturer protecting over four million individuals in 180+ countries, uses Gemini to automatically tag Drive documents by security level. The AI tagged 50% of all documents in one month, with totals growing by 1.5x per month until all documents were labeled, minimizing classification errors and strengthening data loss prevention.
• Anjuna Security, a leader in Confidential Computing, is partnering with Google Cloud to enable the secure and trustworthy use of enterprise AI workloads in the cloud. Leveraging Confidential VMs on C3 machines with Intel TDX technology, the solution ensures that data, code and models remain protected at all times — even during processing — eliminating risks of unauthorized access and tampering.
• AppOmni harnesses the diverse capabilities of Vertex AI in its gen AI-powered security companion, AskOmni, to provide deeper intelligent contextual security assessments to help customers manage SaaS security more efficiently.
• *Aptori, an AI security company, detects vulnerabilities in AI-generated code, prioritizes risks, and automates code fixes in real-time. Aptori uses Gemini to analyze code for security weaknesses and generate context-aware fixes, integrating its AI Security Engineer directly into developer workflows.
• Behavox is using Google Cloud technology and LLMs to provide industry-leading regulatory compliance and front office solutions for financial institutions globally.
• Broadcom is modernizing its infrastructure and building a scalable and secure platform for growth, including SymantecAI, powered by Vertex AI, to provide better security monitoring and Zero Trust protection.
• *Chainguard, a software supply chain security company, uses Google Cloud Run and Google Kubernetes Engine to provide developers with secure open-source building blocks. Its serverless architecture streamlines operations and product development, reducing infrastructure management costs and enabling them to scale effortlessly to meet increasing user demand.
• *Clavata.ai delivers an integrated AI governance and safety platform with an intelligent, multi-modal, real-time evaluation engine powered by Gemini. Our tools enable proactive policy enforcement, dynamic debugging, iteration, observability, and problem prevention.
• Exabeam has built a gen AI copilot for security analysts into its New-Scale Security Operations Platform.
• *Fivecast, a provider of open-source intelligence (OSINT) solutions for government, security, and financial institutions, uses Vertex AI and Gemini on Google Cloud for AI-driven threat detection and risk assessment. The platform delivers a 400% ROI for intelligence analysts and significantly improves risk assessment quality and efficiency, while Google Code Assist accelerates product development.
• *Galileo, an AI observability and evaluation platform for building trustworthy AI applications, addresses the critical challenge of mitigating LLM unpredictability and hallucinations. Using Gemini to build its "evaluation agents" and running on a scalable Google Cloud infrastructure with NVIDIA GPUs, Galileo provides a holistic "trust layer" for reliable AI. This has enabled customers to de-risk over 1,000 AI applications, while go-to-market support from the Google for Startups Cloud Program helps Galileo accelerate growth and unlock new opportunities.
• *Moii.AI, a software startup that transforms CCTV cameras into autonomous safety and productivity agents, uses Gemini models, Vertex AI, and BigQuery to analyze video footage and detect workplace hazards in real time. What used to take five people manually scrubbing through footage for two to three days is now a five-minute search.
• NetRise developed Trace to provide software supply chain security by introducing AI-powered intent-driven searches; these allow users to search their assets based on the underlying motives or purposes behind the code and configurations, rather than solely relying on signature-based methods.
• NewPush, a cybersecurity company, uses Google Workspace to significantly improve efficiency and security. Gemini automates time-consuming tasks like threat research and content creation, saving analysts 12 hours a week, allowing employees to focus on more strategic work.
• Palo Alto Networks, a leading cybersecurity provider, is using Gemini to create a grounded AI assistant for 24/7 security platform support in order to improve agent efficiency and response time; grounding the assistant in organizational data and security protocols has greatly improved the accuracy of responses.
• Palo Alto Networks’s Cortex XSIAM, its AI-driven security operations platform, is built on more than a decade of expertise in machine learning models and the most comprehensive, rich, and diverse data store in the industry.
• *Palo Alto Networks uses NVIDIA Triton Inference Server with NVIDIA GPUs on Google Cloud Compute Engine to power AI-driven threat detection for its data loss prevention platform. The migration from a previous cloud provider substantially reduced machine learning latency and costs while enabling near real-time detection and response to cyberattacks, leading Palo Alto Networks to plan migrating all remaining workloads to Google Cloud.
• *Prediction Guard is using Google Cloud services like Confidential Computing and Vertex AI to support its platform for added gen AI safety.
• Rapid7 worked with Ask AI to implement Gemini models for more efficient cybersecurity support, delivering a 30% decrease in case handling times and a 35% increase in agent capacity for better customer experiences.
• *Resistant AI, an AI-powered security company, uses Google Cloud to build solutions that combat fraud in financial services documentation and workflows. Running on Google Cloud infrastructure, the company's specialized document fraud detectors scrutinize financial documents in 500 different ways, helping to protect automated workflows like those using Google's Document AI from sophisticated financial crime.
• Securiti AI has pioneered AI risk management and security with its Data + AI Command Center, a centralized platform that enables the safe use of data and gen AI, providing unified data intelligence, controls, and orchestration across hybrid multicloud environments.
• *Specular, an offensive cybersecurity platform, builds AI agents using Gemini 2.5 Pro to automate attack surface management and penetration testing. Their platform automates traditional workflows to identify, assess, and remediate cybersecurity, helping enterprises proactively prioritize and respond to threats.
• Spot AI, a video AI startup, transforms passive security cameras into AI agents for improving security, safety, and operations in industries like manufacturing, retail, hospitals, construction and more. The team is using Google Cloud to power Iris — its new interface for building custom video AI agents.
• Thales is developing a global Security Operation Centre platform based on Google Cloud cybersecurity technologies and expertise, including Google Security Operations platform, VirusTotal, and Mandiant Threat Intelligence, all powered by gen AI.
• *Torq uses agentic AI to automate the entire security operations lifecycle through Socrates, an AI SOC analyst that coordinates specialized agents. Running on Google Cloud's infrastructure, teams achieve 90% automation of tier-1 analyst tasks auto-remediated without human involvement, 95% decrease in manual tasks and10x faster response times.
• Transparently.AI's Manipulation Risk Analyzer generates highly accurate risk reports for any organization — and for any financial year — within seconds, using AI algorithms to dig deep into large financial data sets, unearthing accounting red flags that the human eye might miss.
• Unico, a Brazilian technology company that validates people's real identities to ensure data privacy, puts Google Cloud's AI technologies at the core of some of its data protection solutions to help manage scale and security.
• *Valiance, a deep company in India, uses Google Cloud to power an AI-driven wildlife detection system that processes 7 billion images and 30 TB of data monthly through real-time camera surveillance. The solution identifies wildlife species, triggers warnings, and alerts authorities in three seconds, reducing human fatalities from 57 to zero in deployed areas covering a population of approximately 5 million.
• *Verihubs, an Indonesian identity verification company serving over 400 brands across banking, fintech, and healthcare, uses Google Kubernetes Engine to scale its verification services to over 30 million monthly requests with a 20% improvement in performance. The company leverages Gemini API and Vertex AI to develop a deepfake detection solution and created a ready-to-production service in two months through seamless integration.
• *Virtusa, a global digital engineering and technology services provider for Forbes Global 2000 companies, uses Google Workspace with Gemini embedded in Docs, Sheets, and NotebookLM to help employees analyze customer data and trends, conduct industry research, and deliver technology solutions. The AI tools help Virtusa transform enterprise operations and provide better service to clients in financial services, healthcare, manufacturing, and other industries.
• Wiz, an Israeli cloud security startup, helps security teams empower its data teams to deploy more useful AI applications faster and more responsibly; the startup created a Vertex AI integration that helps monitor and manage the security risks associated with running AI models.
• *Zefr, a global leader in responsible AI, powers Fortune 500 brand advertising with safety and suitability on platforms like YouTube and TikTok. Using patented Cognitive AI with Gemini Flash and Vertex AI, Zefr analyzes video, image, audio, and text to deliver trusted, scalable solutions.
  Telecommunication
  Customer Agents
• *Banglalink launched REN, a Gemini-powered chatbot for its Ryze digital brand, to provide fully digital customer service to millions of young users in Bangladesh, handling balance inquiries, package purchases, bill payments, and SIM services in English, Bengali, and "Banglish" (Bengali written in Roman script). The AI assistant autonomously manages 95% of customer interactions, with only 4% requiring human intervention, significantly enhancing both customer service and satisfaction.
• Bell Canada has built customizable contact center solutions for its business customers that offer AI-powered agents to address callers, and Agent Assist, which listens when a human agent is on, offering suggestions and sentiment analysis. AI has contributed $20 million in savings across customer operations.
• *Nomad eSIM, a brand of LotusFlare used by international travelers in 200 destinations, uses Gemini in Google Workspace to enable customer support agents to respond to trouble tickets more efficiently. The AI increased customer satisfaction with faster support response times.
• Telecom Italia (TIM) implemented a Google-powered voice agent to address many customer calls, increasing efficiency by 20%.
  Employee Agents
• *Nomad eSIM uses Gemini models to accelerate sales velocity by quickly preparing initial drafts of standard procedures and documents. The AI achieved a 15% increase in sales close rate and saved 10% of the Operations team's time in drafting SOPs.
• *TELUS built Fuel iX, a proprietary generative AI platform on Vertex AI that gives 57,000+ team members access to 40+ AI models including Anthropic's Claude and Gemini, enabling the creation of 13,000+ custom AI solutions. The platform has delivered over $90 million in benefits and 500,000+ hours in time savings, with engineering teams now shipping code 30% faster.
• TIM Brasil uses Google Cloud gen AI to transcribe audio of calls made for customer service, and then classify, summarize, and qualify the customer's demand with increasing precision. The solution assists agents with their work and provides feedback to the team on best practices
• Verizon, the largest U.S. wireless carrier, is using AI-powered enterprise search to help teams in network operations and customer experience get the answers they need faster.
• *Verizon also uses Gemini in Google Workspace to create, refine, and summarize emails and lengthy documents, and identify action items from email chains. In a user survey, 82% feel Gemini makes a positive impact on their day-to-day operations and 74% said using Gemini saves them time.
• Vodafone uses Vertex AI to search and understand specific commercial terms and conditions across more than 10,000 contracts with more than 800 communications operators.
• Vodafone also worked with Quantexa to provide clear customer insights and actionable decision intelligence with a 360-customer view for improved service experiences, built on Google Cloud and Quantexa’s Decision Intelligence platform.
  Code Agents
• Nokia leverages Vertex AI and Gemini 1.5 Pro to enhance its Network as Code platform, enabling developers to create 5G applications faster with enriched AI capabilities. This collaboration targets various industries, starting with healthcare, to improve telehealth experiences and promote innovation within Google Cloud's developer community.
  Data Agents
• BT Group is taking advantage of AI to deliver democratization of data for enhanced customer experience and security. Getting things done faster and with greater productivity has become a steady state.
• Cox 2M, the commercial IoT division of Cox Communications, has reduced the time to insights for non-technical users by 88% with natural-language chat and gen AI using Gemini and ThoughtSpot.
• Orange operates in 26 countries where local data must be kept in each country. They are using AI on Google Distributed Cloud to improve network performance and deliver super-responsive translation capabilities. Watch session to learn more.
  Security Agents
• Vertiv is detecting 3x the number of cyber events and closing investigations 50% faster by using the AI-powered Google Security Operations platform.
• Vodafone used Vertex AI along with open-source tools and Google Cloud's security foundation to establish a robust, data-driven AI security governance layer that serves more than 50,000 internal customers.