What is AI actually being used for?

Search source-linked AI use cases from AWS, Azure, and Google Cloud — scored for impact, effort, and innovation.

3,287 use cases2,947 companies951 partnersupdated daily

Highlights

Industries

Momentum index · last 6 months · higher is better

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92Healthcare89Tech & Communications85Finance & Banking82Retail & E-commerce61Manufacturing59Insurance51Public Sector & Government50Logistics & Supply Chain

Technologies

Momentum index · last 6 months · higher is better

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92AI Agents71RAG Systems67Multi-Agent Systems64Computer Vision51Voice & Speech AI46Copilot & AI Assistants45Fine-Tuned Models36Microsoft Fabric

Countries

Momentum index · last 6 months · higher is better

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93United States55United Kingdom45Germany43Australia40France36Singapore30Switzerland28Japan

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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.

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Open Data Playground
Avg impact by industrySample

LLM landscape

LLM Insights

Frontier-model intelligence, refreshed automatically — how training compute maps to capability, and which LLM ecosystems enterprises actually deploy.

View all LLM insights

Training compute vs capability

How published training compute relates to model capability, with measured rows, explicit assumptions, and a validation review queue.

52 models37 measured61 in reviewJun 19, 2026, 5:20 AM

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.

Azure OpenAI & Copilot leads on discovery rate with 0.9 cases per 100 exploration runs in 2026-Q1.

1,536 LLM-classified cases14 quarters6 ecosystemsJun 19, 2026, 5:20 AM

Start from your role

SalesFind target accounts & use casesSee which companies are already deploying AI, what problems they are solving, and where similar use cases may appear next.Partners & consultingGenerate a branded PDF reportCreate a downloadable PDF with market stats, opportunity areas, and source-linked reference cases.StrategyTrack markets & adoption trendsSee where AI adoption is accelerating across markets, regions, cloud platforms, and capability themes.

Changelog

10+ cases added in the last 7 days

  1. New GCP use case · Jun 20

    ComplyAdvantage improves engineering development time with Gemini Code Assist on Google CloudComplyAdvantage

  2. New GCP use case · Jun 20

    ABC modernises archive with Gemini API in Vertex AI for multimodal metadataAustralian Broadcasting Corporation

  3. New GCP use case · Jun 20

    Genscom automates personalized print campaigns with Gemini Enterprise Agent Platform and BigQueryGenscom

  4. New Microsoft use case · Jun 19

    EisnerAmper builds the EisnerAI Audit Design Agent with Azure AI FoundryEisnerAmper

  5. New GCP use case · Jun 19

    HiPay: governed conversational analytics on BigQuery + Looker with Gemini Enterprise Agent PlatformHiPay

  6. New Alibaba use case · Jun 19

    Halosis launches Halosis Retail within six weeks using Alibaba Cloud IaaS/PaaS to support rapid product developmentHalosis

  7. New Alibaba use case · Jun 19

    Casio builds omnichannel data mid-end with Alibaba Cloud Dataphin/AnalyticDB to improve marketing and inventory forecastingCasio (China) Co., LTD.

  8. New Alibaba use case · Jun 19

    Chow Tai Fook: AI/automation jewelry customization connected to Alibaba Cloud with DevOps supportChow Tai Fook Jewellery Group

  9. New AWS use case · Jun 18

    Rhapsody embeds generative AI agent (Axon) on Amazon Bedrock to accelerate healthcare integrationsRhapsody

  10. New AWS use case · Jun 18

    PitCrew verifies AI agent decisions with Automated Reasoning on AWSPitCrew
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