See how 87 companies
enhance their employee experience with AI

Context Windows brings together case studies on what companies are doing with AI, from across the web. We compare their results so you can prioritise the use cases that are actually working.

Real-world implementations from

Sanofi logoS
SanofiWorkplace assistant
Fujitsu logoF
FujitsuEmployee productivity
Cemex logoC
CemexHR self-service
Stripe logoS
StripeKnowledge assistant
Conagra Brands logoC
Conagra BrandsWorkforce training
Sanofi logoS
SanofiWorkplace assistant
Fujitsu logoF
FujitsuEmployee productivity
Cemex logoC
CemexHR self-service
Stripe logoS
StripeKnowledge assistant
Conagra Brands logoC
Conagra BrandsWorkforce training
Try:,,
Showing 9 of 87 case studies
Fujitsu logoF

Fujitsu

Technology|Enterprise

Employee productivity

AgenticL2

Selling AI transformation required proving it internally first. A company-wide rollout wired Copilot into daily work across every function.

75%Response Automation Rate
via microsoft.com
Published 6 days ago
Impel logoI

Impel

Software & Platforms|Mid-size

Sales training

AgenticL2

Features shipped faster than reps could sell them. A roleplay agent trained on 150K calls lets reps practice without touching a real dealer.

1 monthNew Product Ramp Time
via anthropic.com
Published Sep 17, 2026
Huntress logoH

Huntress

Software & Platforms|Mid-size

Knowledge search

AgenticL2

Info fragmented across a growing SaaS stack as headcount hit 800. Employees grab shared agents from a library instead of hunting answers.

1.5+hWeekly Time Savings
via glean.com
Published Sep 14, 2026
City of Lohja logoC

City of Lohja

Government & Public Sector|Mid-size

Internal knowledge search

AgenticL2

As the document archive grew, keyword search couldn't keep up. A chatbot now answers most HR and ICT queries by meaning, not just keywords.

~85%Support Questions Ans.
via oracle.com
Published Sep 3, 2026
Mediafly logoM

Mediafly

Software & Platforms|Mid-size

Knowledge search

AgenticL3

Each acquisition scattered knowledge further. Glean unified the sprawl—employees now find answers themselves instead of pinging Slack.

via glean.com
Published Aug 21, 2026
Cemex logoC

Cemex

Industrial & Manufacturing|Enterprise

HR self-service

AgenticL2

Policies were on the intranet. Employees called HR anyway. Now a Teams agent answers around the clock, freeing HR for complex cases.

via microsoft.com
Published Aug 11, 2026