AI Use Cases: What Enterprises Are Actually Building
Search 3,000+ real enterprise AI use cases from AWS, Azure, and Google Cloud — source-linked and scored for impact, effort, and innovation.
— free, with Google or Microsoft — to save cases and follow companies for deployment alerts.
Highlights
Industries
Momentum index · last 6 months · higher is better
Technologies
Momentum index · last 6 months · higher is better
Countries
Momentum index · last 6 months · higher is better
Explore the catalog
AI use cases by industry, function, and technology
Every documented deployment is classified along six dimensions — start from the slice that matches your question.
By industry
Healthcare, finance, manufacturing, retail, and more — how AI is deployed in your sector.
By business function
Customer service, marketing, operations, finance — what teams like yours automate first.
By technology
AI agents, RAG systems, copilots, computer vision, and voice AI implementations.
By use-case type
The canonical deployment patterns — agents, copilots, document automation — with outcomes per type.
By topic
Sustainability, ESG, and other themes that cut across industries, regions, and hyperscalers.
By geography
Regional AI adoption patterns across countries and continents.
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Build your own charts
The Data Playground turns the full AI use case dataset into charts you control. Group by any dimension, pick a measure, slice with filters, and save what you build to your workspace.
- Group by industry, domain, tech
- Bar, line, pie & tables
- Top cases per group
- Filter, then save your charts
LLM landscape
LLM Insights
Frontier-model intelligence, refreshed automatically — how training compute maps to capability, and which LLM ecosystems enterprises actually deploy.
Training compute vs capability
How published training compute relates to model capability, with measured rows, explicit assumptions, and a validation review queue.
Enterprise LLM adoption
Which LLM ecosystems show up in real, source-linked enterprise deployments — quarterly shares for Azure OpenAI, Bedrock, Gemini, Claude, and open weights.
Start from your role
New GCP use case · Jul 2
URBN: Using Gemini + Gemini Enterprise Agent Platform and AlloyDB to scale ecommerce and empower associatesURBNNew GCP use case · Jul 1
OTTO voice shopping assistant with Gemini Enterprise and Gemini Live APIOTTONew GCP use case · Jul 1
Blackroll builds an AI recovery coach with Gemini Enterprise Agent Platform on Google CloudBlackrollNew GCP use case · Jul 1
Every Cure: Drug repurposing using Gemini Enterprise Agent Platform with BigQuery/Cloud Storage accelerated from 100 days to ~17 hoursEvery CureNew GCP use case · Jul 1
Growth Protocol: Neuro-symbolic enterprise reasoning for deterministic growth recommendations using Gemini Enterprise Agent Platform (plus BigQuery/Cloud Run)Growth ProtocolNew GCP use case · Jun 30
TRLLN turns IFCO's reusable-container tracking into a Google Cloud Tracking-as-a-Service platformTRLLNNew GCP use case · Jun 30
Hallam builds no-code Gemini Enterprise agents for research, onboarding, and contract planningHallamNew Alibaba use case · Jun 29
Kimi builds production AI agent infrastructure on Alibaba Cloud (ACK + ACS Agent Sandbox + Lindorm)KimiNew GCP use case · Jun 29
New Aim deploys 24/7 agentic operational agents with Gemini Enterprise Agent PlatformNew AimNew GCP use case · Jun 29
Vionlabs strengthens multimodal content discovery with Gemini Enterprise Agent PlatformVionlabs