AI case studies using {model/tool}






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The Warriors overhauled their IT and data infrastructure with Google Cloud, integrating 30+ fan-facing data sources and analyzing over 100M data points to build a custom mobile app using App Engine and Firebase for a personalized digital fan experience. They implemented Gemini for Google Workspace to automate repetitive administrative tasks, streamlining internal processes and saving 41 hours per employee annually. Additionally, they are exploring Vertex AI to integrate natural language search with BigQuery, enhancing data-driven decision-making for both team performance and fan engagement.
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apree health adopted Google Workspace to centralize data access management and secure sensitive patient data by consolidating disparate security systems into a unified admin console. They implemented a zero-trust strategy with granular access controls, endpoint management, and integrated Gemini for Google Workspace to streamline document creation and collaboration across development and patient care. The migration, supported by SADA, involved transitioning over 1,200 employees and providing extensive training to facilitate a smooth change management process.
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Hydro Ottawa, a major electricity provider for Canada’s capital, implemented Google Workspace and Gemini to improve collaboration, create job posts, conduct legal and technical research, write policies, generate content, summarize documents, and organize meeting agendas across all teams.
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Vimeo integrated Google Meet’s AI-driven note-taking and summarizing capabilities by implementing Gemini for Google Workspace across its videoconferencing and collaborative document platforms. They rolled out Google Docs, Sheets, and Slides company-wide to support simultaneous multi-user editing and integrated these tools with Google Meet to automatically generate meeting notes and action items. This implementation streamlined internal meetings and enhanced overall project collaboration across teams.
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Adore Me, a direct-to-consumer lingerie brand known for its extended sizing, uses Gemini for Google Workspace to streamline copywriting and foster creativity. The team reduced over 35 hours of work creating product descriptions to just 30 minutes by leveraging a prompt library. They also use Gemini for speaker bios, enabling users to fill in key details for automated output. Internal "prompt-off" competitions teach employees how to effectively use AI tools, embedding AI into the company culture.
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Pennymac, one of the largest lenders and mortgage servicers in the US, leverages Gemini for Google Workspace and Vertex AI to enhance efficiency while ensuring data security. The HR team uses Gemini for drafting job descriptions and policy documents, while technical teams use Gemini with proprietary data to improve the underwriting process by querying regulations and best practices.
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Pepperdine University uses Gemini for Google Workspace to enhance accessibility and collaboration across campuses. Faculty leverage generative AI for custom lesson plans and research support, while administrative teams use it for tasks like creating meeting minutes and custom images for presentations. Live captioning and translation features in Google Meet address language barriers, fostering equity and accessibility for students.
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Flashpoint uses Gemini for Google Workspace to improve efficiency and productivity across its workforce, allowing employees to focus on the work that counts. They incorporate generative AI into workflows to enhance communication, ideation, research, and coding.
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Understood.org integrated Gemini for Google Workspace across Sheets, Drive, Docs, and Gmail, leveraging the Gemini side panel to provide real‐time AI support for drafting emails and managing documents. This implementation improved internal workflows by enabling neurodivergent employees to work faster and reduce anxiety, thereby saving hours on projects and boosting morale.
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Incubeta implemented Gemini for Google Workspace, using AI-powered tools like Help Me Write and Gemini Search to reduce time spent on tasks like client prep, email and document creation, and market research, allowing employees to focus on higher-value activities.
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Adore Me uses Gemini for Workspace to write differentiated product descriptions in one hour.
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Randstad, a global recruitment company, uses Gemini for Workspace across its organization. Examples mentioned are writing job ads in different languages with AI in Google Docs and translating speech when interacting with candidates in Google Meet. More in this video.
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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.
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Trimble transitioned to a cloud-based Google Workspace solution to eliminate on-premise licensing issues and unify its various acquired organizations under a single, secure platform. They integrated Gemini for Google Workspace into daily workflows to provide AI-powered features such as document search, summarization, and coding support, thereby streamlining global communication and IT security management.
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Devoteam, an AI-driven tech consulting company, is rolling out 4,000 Gemini for Google Workspace licenses across all its business units. By empowering employees with Gemini's generative AI features, Devoteam enhances internal productivity and collaboration, enabling staff to work smarter, faster, and more creatively. This strategic investment not only boosts efficiency but also solidifies their position as an AI trailblazer, allowing them to better guide clients on AI adoption.
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Devoteam, an AI-driven tech consulting company, is rolling out 4,000 Gemini for Google Workspace licenses across all its business units. By empowering employees with Gemini's generative AI features, Devoteam enhances internal productivity and collaboration, enabling staff to work smarter, faster, and more creatively.
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NewPush integrated Gemini for Workspace from Google across various teams to standardize and secure email, document, and collaboration workflows using Google Cloud’s hierarchical access controls. They implemented AI-driven automation to analyze numerous cybersecurity feeds and generate a weekly threat newsletter, while also supporting teams in research, code drafting, and creative content. This integration streamlined routine cybersecurity monitoring and allowed experts to dedicate more time to strategic analysis.
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FinQuery, a fintech platform that helps organizations manage financial accounting and spending, uses Gemini for Google Workspace to enhance productivity and collaboration across its remote workforce. Employees use generative AI features to brainstorm ideas, draft emails and documents faster, assist in coding tasks, and solve complex business problems, allowing teams to work more efficiently and focus on higher-value activities.
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Pennymac, a leading US-based national mortgage lender, is using Gemini across several teams including HR, where Gemini in Docs, Sheets, Slides and Gmail is helping them accelerate recruiting, hiring, and new employee onboarding.
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Attache, a company connecting corporate professionals with monthly furnished rentals, uses Gemini for Google Workspace to automate and enhance internal workflows. Employees leverage generative AI features like "Help me write" in Gmail and "Help me organize" in Sheets to draft emails, create meeting notes, design onboarding processes, and streamline customer service tasks. This automation improves productivity, reduces time spent on mundane tasks, and enhances employee satisfaction by allowing focus on more meaningful work.
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OSTTRA implemented a phased migration to Google Workspace, unifying disparate communication, collaboration, and file-sharing systems for 1,450 employees and contractors by providing targeted training and establishing a peer support hub (Google Academy and OSTTRAnauts). They also conducted a hackathon using AppSheet that democratized app development, resulting in 15 new applications that streamlined key business processes. Furthermore, the integration of Gemini for Google Workspace automated HR tasks by analyzing resumes, drafting job descriptions, and generating test plans, thereby enhancing recruiting and development workflows.
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