How AI + knowledge management works
for 305 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
Mitsubishi Electric logoM
Mitsubishi ElectricIndustrial operations analytics
Electrolux Group logoE
Electrolux GroupSelf-service analytics
Sony Group logoS
Sony GroupKnowledge management
AXA Switzerland logoA
AXA SwitzerlandClaims processing
trivago logoT
trivagoKnowledge search
Mitsubishi Electric logoM
Mitsubishi ElectricIndustrial operations analytics
Electrolux Group logoE
Electrolux GroupSelf-service analytics
Sony Group logoS
Sony GroupKnowledge management
Try:,,
Showing 9 of 305 case studies
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 today
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 3 days ago
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 3 days ago
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Policy guidance lived in SharePoint, colleague memories, or outdated versions.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 5 days ago
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 6 days ago
Struber logoS

Struber

Professional Services|SMB

Operations agents

AgenticL2

With 50 staff and 40TB of unstructured data, Struber faced rivals 1,000x its size. Agents made every consultant a full team.

$500K-1MExpertise Value Gained
via microsoft.com
Published Jul 3, 2026