See how 76 companies
enhance their employee experience with AI

Context Windows brings together credible AI case studies from the open web, so you can pick and prioritise the use cases that are already working.

Real-world implementations from

Coca-Cola Andina logoC
Coca-Cola AndinaHR support
Sanofi logoS
SanofiWorkplace assistant
Zillow logoZ
ZillowInternal knowledge search
Conagra Brands logoC
Conagra BrandsWorkforce training
Wipro logoW
WiproEmployee recognition
Coca-Cola Andina logoC
Coca-Cola AndinaHR support
Sanofi logoS
SanofiWorkplace assistant
Zillow logoZ
ZillowInternal knowledge search
Conagra Brands logoC
Conagra BrandsWorkforce training
Wipro logoW
WiproEmployee recognition
Try:,,
Showing 9 of 76 case studies
Cancer Council NSW logoC

Cancer Council NSW

Non-Profit & Social Impact|Mid-size

Policy guidance

AgenticL2

Policy guidance lived in SharePoint, colleague memories, or outdated versions. Genie now delivers approved, cited answers in seconds.

secondsPolicy Search Timevs 4-hour manual search
via microsoft.com
Published Jul 8, 2026
Baseten logoB

Baseten

Software & Platforms|SMB

Expert Q&A

AgenticL2

One AE held the team's institutional knowledge—90% of his day in Slack. A digital double in his voice freed him to sell.

~20sResponse Time Reductionvs 30 minutes
via notion.com
Published Jul 7, 2026
McCarthy Building Companies logoM

McCarthy Building Companies

Real Estate & Construction|Enterprise

Enterprise knowledge search

AgenticL2

Employees hunted through 100M files scattered across SharePoint, Teams, and Procore. Now answers surface in seconds—agents handle the rest.

2 hrs/wkSaved per Employee
via glean.com
Published Jun 20, 2026
City of Raisio logoC

City of Raisio

Government & Public Sector|Mid-size

Digital skills training

AgenticL2

Routine info searches and content creation pulled staff away from residents. ~100 employees now use Copilot as a daily assistant.

via capgemini.com
Published Jun 18, 2026
Sanofi logoS

Sanofi

Pharmaceuticals & Biotech|Enterprise

Workplace assistant

AgenticL2

Thousands of legacy apps kept workflows scattered across siloed systems. Concierge replaced them—one AI companion every team fully trusts.

92%Verification Time Cut
via aws.amazon.com
Published Jun 16, 2026
REMA 1000 logoR

REMA 1000

Retail|Enterprise

Internal communication

AgenticL2

Fragmented systems scattered updates across 800 franchises. On a unified platform, staff use Copilot to summarize missed discussions.

2 minsCatch-up Time
via microsoft.com
Published May 21, 2026