Customer ranking
AI Use Cases by Customer
Rank customers and organizations by indexed AI deployment evidence, from enterprise deployments to public sector adoption.
- Data as of
- Aug 25, 2026
- Dataset revision
- dsr-d2824fe839d09681
- Canonical record count
- 3,811
3,239
3,663
Customer leaders
Customer publication timelines
Published-case chronology by customer · Each bubble is one indexed case
Siemens leads with 48 published cases. Timelines show when top customers case evidence appeared, from Feb 2011 to Jul 2026.
Top 50 by published evidence
48 cases · Dec 2020 to Jun 2026
22 cases · Jul 2018 to Oct 2025
21 cases · Dec 2021 to May 2026
17 cases · Apr 2018 to Aug 2025
17 cases · Sep 2018 to Aug 2025
Rows show top customers by indexed use-case volume. Each bubble represents one published case positioned on a shared time axis by DatePublished. Bubble color reflects the cloud provider tagged on that case. Hover or focus a bubble to inspect the specific case and publication month.
Filter by country and hyperscaler
Showing customers across all indexed countries and hyperscalers.
Top ranked
3,227 customersSiemens
- Partners
- Accenture, Covariant, Infosys +2
- Hyperscalers
- Microsoft, AWS, GCP
Why this ranks: 52 indexed use cases; 1.4% of this ranking.
EY
- Partners
- Nvidia, SAP
- Hyperscalers
- Microsoft
Why this ranks: 24 indexed use cases; 0.7% of this ranking.
Bayer
- Hyperscalers
- Microsoft, AWS, GCP
Why this ranks: 22 indexed use cases; 0.6% of this ranking.
Zurich Insurance Group
- Partners
- Sprout.ai, Yololab
- Hyperscalers
- Microsoft, AWS
Why this ranks: 21 indexed use cases; 0.6% of this ranking.
BMW
- Partners
- Siemens, Ansys, Cognata +4
- Hyperscalers
- Microsoft, AWS
Why this ranks: 18 indexed use cases; 0.5% of this ranking.
ABB
- Hyperscalers
- Microsoft, AWS
Why this ranks: 17 indexed use cases; 0.5% of this ranking; 1 tracked followers.
Bosch
- Partners
- Accenture, AWS Professional Services, Thoughtworks
- Hyperscalers
- Microsoft, AWS
Why this ranks: 15 indexed use cases; 0.4% of this ranking.
PwC
- Partners
- Frends, PwC
- Hyperscalers
- Microsoft, AWS, GCP
Why this ranks: 15 indexed use cases; 0.4% of this ranking.
Unilever
- Partners
- Capgemini
- Hyperscalers
- Microsoft, GCP
Why this ranks: 15 indexed use cases; 0.4% of this ranking.
Infosys
- Hyperscalers
- Microsoft, AWS
Why this ranks: 13 indexed use cases; 0.4% of this ranking.
KPMG
- Partners
- KPMG
- Hyperscalers
- Microsoft, GCP, Oracle
Why this ranks: 13 indexed use cases; 0.4% of this ranking.
Farmers
- Partners
- Capgemini
- Hyperscalers
- Microsoft
Why this ranks: 12 indexed use cases; 0.3% of this ranking.
Walmart
- Hyperscalers
- Microsoft
Why this ranks: 12 indexed use cases; 0.3% of this ranking.
Mercedes-Benz
- Partners
- Covariant
- Hyperscalers
- Microsoft, AWS, GCP
Why this ranks: 11 indexed use cases; 0.3% of this ranking.
Schneider Electric
- Hyperscalers
- Microsoft, GCP
Why this ranks: 11 indexed use cases; 0.3% of this ranking.
Toyota
- Partners
- Ansys, Cognata, PTC +1
- Hyperscalers
- Microsoft, AWS
Why this ranks: 11 indexed use cases; 0.3% of this ranking.
Accenture
- Partners
- Nvidia
- Hyperscalers
- Microsoft, AWS
Why this ranks: 10 indexed use cases; 0.3% of this ranking.
Allianz
- Partners
- Allianz Consulting, Blue Prism, Cognigy +1
- Hyperscalers
- Microsoft, AWS
Why this ranks: 10 indexed use cases; 0.3% of this ranking.
Cleveland Clinic
- Hyperscalers
- Microsoft
Why this ranks: 10 indexed use cases; 0.3% of this ranking.
Providence
- Partners
- Nuance
- Hyperscalers
- Microsoft
Why this ranks: 10 indexed use cases; 0.3% of this ranking.