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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 Nov 10, 2026
Dataset details
Revision
dsr-fc53bf0883afdfe4
Canonical records
3,963
3,433Customers
Show metrics
Deployments
3,815

with named customers

Filter by country and hyperscaler

Showing customers across all indexed countries and hyperscalers.

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Explore customer publication timelines

Customer leaders

Customer publication timelines

Published-case chronology by customer · Each bubble is one indexed case

AWSAlibaba CloudGoogle CloudIBMMicrosoftOracle

EY leads with 24 published cases. Timelines show when top customers case evidence appeared, from Feb 2011 to Oct 2026.

Top 50 by published evidence

01EY

24 cases · Dec 2021 to May 2026

18 cases · Aug 2023 to Jun 2026

03ABB

16 cases · Apr 2018 to May 2025

15 cases · Sep 2018 to Aug 2025

12 cases · Jul 2018 to Oct 2025

Feb 2011Dec 2018Oct 2026

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.

Top ranked

3,421 customers
1Rank

EY

Partners
NVIDIA, SAP
Hyperscalers
Microsoft, IBM

Why this ranks: 27 indexed use cases; 0.7% of this ranking.

Use cases27
Share0.7%
Followers-
2Rank

Siemens

Partners
Covariant, Infosys
Hyperscalers
Microsoft, AWS, GCP +1

Why this ranks: 21 indexed use cases; 0.6% of this ranking.

Use cases21
Share0.6%
Followers-
3Rank

ABB

Hyperscalers
Microsoft, AWS

Why this ranks: 16 indexed use cases; 0.4% of this ranking; 1 tracked followers.

Use cases16
Share0.4%
Followers1
4Rank

PwC

Partners
Frends, PwC
Hyperscalers
Microsoft, AWS, GCP

Why this ranks: 15 indexed use cases; 0.4% of this ranking.

Use cases15
Share0.4%
Followers-
5Rank

Unilever

Partners
Capgemini
Hyperscalers
Microsoft, GCP

Why this ranks: 15 indexed use cases; 0.4% of this ranking.

Use cases15
Share0.4%
Followers-
6Rank

Infosys

Hyperscalers
Microsoft, AWS

Why this ranks: 13 indexed use cases; 0.3% of this ranking.

Use cases13
Share0.3%
Followers-
7Rank

Bayer

Hyperscalers
Microsoft, AWS, GCP

Why this ranks: 12 indexed use cases; 0.3% of this ranking.

Use cases12
Share0.3%
Followers-
8Rank

Farmers

Partners
Capgemini
Hyperscalers
Microsoft

Why this ranks: 12 indexed use cases; 0.3% of this ranking.

Use cases12
Share0.3%
Followers-
9Rank

Walmart

Hyperscalers
Microsoft

Why this ranks: 12 indexed use cases; 0.3% of this ranking.

Use cases12
Share0.3%
Followers-
10Rank

Zurich Insurance Group

Partners
Sprout.ai, Yololab
Hyperscalers
Microsoft, AWS

Why this ranks: 12 indexed use cases; 0.3% of this ranking.

Use cases12
Share0.3%
Followers-
11Rank

Bosch

Partners
Accenture, AWS Professional Services, Thoughtworks
Hyperscalers
Microsoft, AWS

Why this ranks: 11 indexed use cases; 0.3% of this ranking.

Use cases11
Share0.3%
Followers-
12Rank

Schneider Electric

Hyperscalers
Microsoft, GCP

Why this ranks: 11 indexed use cases; 0.3% of this ranking.

Use cases11
Share0.3%
Followers-
13Rank

Accenture

Partners
NVIDIA
Hyperscalers
Microsoft, AWS

Why this ranks: 10 indexed use cases; 0.3% of this ranking.

Use cases10
Share0.3%
Followers-
14Rank

Mercedes-Benz

Partners
Covariant
Hyperscalers
Microsoft, AWS, GCP

Why this ranks: 10 indexed use cases; 0.3% of this ranking.

Use cases10
Share0.3%
Followers-
15Rank

Providence

Partners
Nuance
Hyperscalers
Microsoft

Why this ranks: 10 indexed use cases; 0.3% of this ranking.

Use cases10
Share0.3%
Followers-
16Rank

Cleveland Clinic

Hyperscalers
Microsoft

Why this ranks: 9 indexed use cases; 0.2% of this ranking.

Use cases9
Share0.2%
Followers-
17Rank

NHS

Partners
BCN, Telefónica Tech
Hyperscalers
Microsoft

Why this ranks: 9 indexed use cases; 0.2% of this ranking.

Use cases9
Share0.2%
Followers-
18Rank

Fujitsu

Hyperscalers
Microsoft, AWS, GCP

Why this ranks: 8 indexed use cases; 0.2% of this ranking.

Use cases8
Share0.2%
Followers-
19Rank

Nestlé

Partners
Coupa, KPMG
Hyperscalers
Microsoft, AWS, IBM

Why this ranks: 8 indexed use cases; 0.2% of this ranking.

Use cases8
Share0.2%
Followers-
20Rank

Philips

Partners
icometrix
Hyperscalers
AWS, Microsoft

Why this ranks: 8 indexed use cases; 0.2% of this ranking.

Use cases8
Share0.2%
Followers-
Showing 20 of 3,421 customers