How AI + knowledge management works
for 303 companies

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

AXA Switzerland logoA
AXA SwitzerlandClaims processing
trivago logoT
trivagoKnowledge search
Electrolux Group logoE
Electrolux GroupSelf-service analytics
Sony Group logoS
Sony GroupKnowledge management
PepsiCo logoP
PepsiCoWorkforce collaboration
AXA Switzerland logoA
AXA SwitzerlandClaims processing
trivago logoT
trivagoKnowledge search
Electrolux Group logoE
Electrolux GroupSelf-service analytics
Sony Group logoS
Sony GroupKnowledge management
PepsiCo logoP
PepsiCoWorkforce collaboration
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Showing 9 of 303 case studies
Stripe logoS

Stripe

Financial Services|Enterprise

Knowledge assistant

AgenticL2

Every session, sellers and analysts started from zero—explaining Stripe to AI that had never heard of it. Kai already knows the company.

via blog.langchain.com
Published yesterday
Hospital Israelita Albert Einstein logoH

Hospital Israelita Albert Einstein

Healthcare Providers|Enterprise

Clinical data queries

AgenticL2

Reports read one by one, cohorts assembled in spreadsheets—weeks of work. Now physicians ask in plain language; answers arrive in seconds.

1 weekOnboarding Time
via databricks.com
Published Jul 28, 2026
Larsen & Toubro logoL

Larsen & Toubro

Real Estate & Construction|Enterprise

Employee assistant

AgenticL2

L&T's AI couldn't break out of pilots across 140,000 employees. Microsoft Copilot now serves 23,000+ daily; HR resolution up 70%.

70%Query Res. Improvement
via telecomlive.in
Published Jul 15, 2026
Repsol logoR

Repsol

Energy & Utilities|Enterprise

Self-service analytics

AgenticL3

Most employees couldn't reach the data without an analyst. Refinery experts now build soft sensors through conversation, no code needed.

4,000hAnnual Time Savings
via databricks.com
Published Jul 13, 2026
Coty logoC

Coty

Consumer Products|Enterprise

Self-service analytics

AgenticL2

Every 'why is this number moving?' queued behind the domain team. Now leaders ask Genie directly and get the answer on the spot.

1+ dayWait Time Eliminated
via databricks.com
Published Jul 10, 2026
Pacific Community Ventures logoP

Pacific Community Ventures

Non-Profit & Social Impact|SMB

Voice survey analysis

AgenticL2

Deep research capped at 12 voices; broad surveys flattened stories to checkboxes. Claude now tags sentiment across 300 workers at once.

~300Workers Surveyedvs 12-person focus group over several weeks
via anthropic.com
Published Jul 10, 2026