Provider directory
Compare AI use cases by cloud provider
Compare Microsoft, AWS, Google Cloud, Oracle, IBM, and Alibaba Cloud by indexed case volume, growth over time, customer and partner evidence, and industry strength.
Provider scoreboard
Who has the most public AI evidence
Microsoft leads with 2,358 indexed cases — 60% of provider-linked evidence, ahead of AWS (756) and Google Cloud (644). IBM, Oracle are early footprints in the index so far.
- 1Microsoft2,35860%+164 in 6 mo
- 275619%+452 in 6 mo
- 3GCP64416%+323 in 6 mo
- 4Alibaba1263%+98 in 6 mo
- 5231%+18 in 6 mo
- 670%+6 in 6 mo
Case counts and share use the full indexed case set filtered by provider; share is each provider's slice of all provider-linked cases. The 6-month figure counts cases from the publication trend whose dates fall in the trailing six months of the window.
Publication trend
Provider case growth over time
Microsoft has reached 2,077 published cases; AWS added the most recently (+452 in the last six months).
Cumulative source-linked cases per provider, grouped by each case's publication date over the last 36 months. Hover or focus a month for exact per-provider totals.
Provider fingerprints
What each provider's recent evidence looks like
Recent evidence concentrates differently by provider — Microsoft in Professional Services, AWS in Healthcare, Google Cloud in Tech & Comms.
| Provider | Top industry | Top customers | Top partners | Technology signal | Profile |
|---|---|---|---|---|---|
| Microsoft | Professional Services | Adani Green Energy LimitedAgoraARUM | CGIEnchanted ToolsGitHub | Copilot Studio | Profile |
| Healthcare | VismaAccelyaAmazon Logistics | AnthropicChaos GearsSAP | Amazon Bedrock | Profile | |
| GCP | Tech & Comms | TELUSADEOAible | UVS InfoTech | BigQuery | Profile |
| Alibaba | Tech & Comms | PictureworksSwire PropertiesA PLUS JAPAN Co. | Not enough data | Elastic Compute Service | Profile |
| Healthcare | IBMFarmers State BankViClinic | Incede.aiNext Decision | IBM watsonx Orchestrate | Profile | |
| Healthcare | ARENCO GroupHillsboro HealthIDIKA | Not enough data | OCI Enterprise AI | Profile |
Industry, customer, partner, and technology signals come from each provider's latest 60 indexed cases, so they reflect recent evidence rather than the full archive. The technology signal is the product named most often in those cases.
Industry strength
Where each provider is strongest by industry
Within the sample, Alibaba Cloud leads 3, AWS leads 2, Google Cloud leads 2, Microsoft leads 1 of the top 8 industries by case volume.
| Industry | Microsoft | AWS | Google Cloud | Alibaba Cloud | IBM | Lead |
|---|---|---|---|---|---|---|
| Tech & Comms 43 sampled cases | 512% | 921% | 1228% | 1433% | 37% | Alibaba |
| Finance 33 sampled cases | 618% | 1030% | 515% | 927% | 39% | |
| Healthcare 30 sampled cases | 723% | 1447% | 27% | 310% | 413% | |
| Professional Services 27 sampled cases | 933% | 311% | 519% | 933% | 14% | Alibaba |
| Other 22 sampled cases | 29% | 15% | 627% | 941% | 418% | Alibaba |
| Consumer & Food 20 sampled cases | 420% | 315% | 945% | 315% | 15% | GCP |
| Retail 20 sampled cases | 525% | 15% | 945% | 525% | 00% | GCP |
| Manufacturing 13 sampled cases | 754% | 18% | 00% | 215% | 323% | Microsoft |
Ranks the top 8 industries by sampled case volume, using the latest 60 indexed cases per provider. Highlighted cells lead that industry within the sample. Oracle is not shown — fewer than 10 sampled cases is too little to compare.