Use case
Increasing blood donations
Context

Hemominas, Brazil's largest blood bank, developed a chatbot for donor search and scheduling.

Models/tools
...
0
Use case
Streamlining case management
Context

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.

Models/tools
...
0
Use case
Optimizing contact center operations
Context

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.

Models/tools
...
0
Use case
Transforming customer interactions
Context

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.

Models/tools
...
0
Use case
Enhancing product discoverability
Context

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.

Models/tools
...
1
Use case
Vehicle user support
Context

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.

Models/tools
...
1
Use case
Making an AI-powered billboard for their trucks
Context

PODS used Gemini to create “the world’s smartest billboard” for its trucks, that adapts to each Neighbourhood in New York city and changes in real-time.

Models/tools
...
1
Use case
Simplifying assistance applications
Context

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.

Models/tools
...
0
Use case
Boosting chatbot engagement
Context

Snap has deployed the multimodal capability of Gemini within its “My AI” chatbot.

Models/tools
...
1
Use case
Let users chat to multiple LLMs
Context

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.

Models/tools
...
4
Use case
Summarizing race content
Context

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.

Models/tools
...
0
Use case
Streamlining clinical trials
Context

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.

Models/tools
...
1
Use case
Assisting immigrants with legal documents
Context

Justicia Lab uses Google’s AI technology to power an assistant that helps immigrants and asylum seekers by analyzing legal documents. Users can upload photos of important documents—such as immigration letters or notices—and the AI extracts key information (e.g. important deadlines, eligibility for immigration relief, etc) and provides personalized guidance on next steps.

Models/tools
...
0
Use case
Enabling voice-activated transactions
Context

Gojek (a “super app” similar to Uber but for Indonesia) uses AI to allow customers to use voice commands to complete things like bill payments and money transfers.

Models/tools
...
0
Use case
Improving customer call handling
Context

Telecom Italia (TIM) implemented a Google-powered voice agent to address many customer calls.

Models/tools
...
0
Use case
Providing tailored product advice
Context

ScottsMiracle-Gro built a chatbot that provides tailored gardening advice and product recommendations from their gardening brands.

Models/tools
...
0
Use case
Making smartphones more useful
Context

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.

Models/tools
...
2
Use case
Candidate matching
Context

Tabiya, a company working for youth employment, has built a chatbot that helps young people find employment opportunities; it asks questions, draws out skills and experiences and matches those to appropriate roles.

Models/tools
...
0
Use case
Empowering job seekers
Context

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.

Models/tools
...
0
Use case
Real-time travel support
Context

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.

Models/tools
...
0
Use case
Personalized interactive messaging
Context

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.

Models/tools
...
0
Use case
Managing large-scale conversations
Context

Character.ai built its realistic conversational chat platform using the full stack of Google Cloud AI services, including for model training and daily operations.

Models/tools
...
1
Use case
Predicting delivery success
Context

UPS Capital uses AI together with UPS data to provide a confidence score for shippers to determine the probability of a successful delivery.

Models/tools
...
0
Use case
Optimizing retail search
Context

GroupBy 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.

Models/tools
...
1
Use case
Scalable student coaching
Context

Beyond 12 has developed an AI-powered college coach to offer scalable coaching to first-generation students that’s available over text, app, and the web.

Models/tools
...
0
Use case
Enhancing travel booking experiences
Context

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.

Models/tools
...
0
Use case
Optimizing employee health benefits
Context

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.

Models/tools
...
1
Use case
Enhancing workplace productivity
Context

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.

Models/tools
...
1
Use case
Automating data labeling
Context

Roche, one of the world's largest biotech companies, uses AI Classification in Google Drive to automate the labeling and classification of millions of files. By implementing AI-powered data labeling, Roche enhances data security, standardizes the labeling process, reduces manual workload, and empowers security teams to implement more effective controls.

Models/tools
...
0
Use case
Enhancing remote workforce productivity
Context

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.

Models/tools
...
1

Get unlimited insights and ideas

Inform your strategy with our database of real-world AI use cases. See how leading companies leverage tools & models from OpenAI, Anthropic, Google, and more to drive innovation and impact.
400+ company use cases
26 industries

The starting point of your next AI project

Context Windows provides managers and business owners with practical examples from across industries to inspire and inform their next AI initiative.

Filters

  • AI providers

    OpenAIMicrosoftAnthropicGooglePerplexity
  • Agent types

    • Employee Agents
    • Customer Agents
    • Creative Agents
    • Data Agents
    • Security Agents
    • Code Agents
  • Industries

    • Software & IT
    • Healthcare
    • Retail & e-commerce
    • Finance
    • Artificial Intelligence
    • Media & Entertainment
    • Government
    • Transportation & Logistics
    • Education
    • Marketing & Sales
    • Non-profit
    • Consulting
    • Telecommunications
    • Security
    • Sports
    • Consumer Goods
    • Legal
    • Travel & Hospitality
    • Human Resources
    • Data & Analytics
    • Insurance
    • Automotive
    • Consumer Electronics
    • Manufacturing & Construction
    • Agriculture
    • Energy & Sustainability
  • Regions

    Global, North America, Europe, South America, Central America and the Caribbean, Asia, Middle East, Oceania, Africa

Sorting

  • Published date

    Find the latest case studies.

  • ICE score

    Quickly assess feasibility and potential of use cases.