How AI + knowledge management works
for 344 companies

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

Real-world implementations from

Under Armour logoU
Under ArmourSelf-service analytics
Kohler logoK
KohlerEmployee productivity
trivago logoT
trivagoKnowledge search
PayPal logoP
PayPalConversational analytics
Electrolux Group logoE
Electrolux GroupSelf-service analytics
Under Armour logoU
Under ArmourSelf-service analytics
Kohler logoK
KohlerEmployee productivity
trivago logoT
trivagoKnowledge search
PayPal logoP
PayPalConversational analytics
Electrolux Group logoE
Electrolux GroupSelf-service analytics
Try:,,
Showing 9 of 344 case studies
Nol Universe logoN

Nol Universe

Travel & Tourism|Mid-size

Self-service analytics

AgenticL2

Every data question routed through engineers. Now 800+ users — 70% non-technical — query a 200-country travel dataset in plain language.

via databricks.com
Published today
ANA Seguros logoA

ANA Seguros

Insurance|Mid-size

Self-service analytics

AgenticL3

Most staff worked around the data warehouse in Excel; new reports queued behind Qlik specialists. Now executives query KPIs from Teams.

13 minsCatalog Time Reductionvs ~2-hour process
via databricks.com
Published 6 days ago
International Rescue Committee logoI

International Rescue Committee

Non-Profit & Social Impact|Enterprise

Health data dashboards

AgenticL2

Data lived in paper registers; monthly snapshots meant crises surfaced too late. Staff now run offline dashboards, no engineers or internet.

100%Users with Effic. Gains
via anthropic.com
Published Sep 29, 2026
BookMyShow logoB

BookMyShow

Entertainment|Mid-size

Self-service analytics

AgenticL2

Every data question sat in a central team's queue — their capacity the ceiling on business speed. Now any teammate asks in plain English.

~1 dayIntegration Timevs months
via databricks.com
Published Sep 28, 2026
Children's Cancer Institute logoC

Children's Cancer Institute

Non-Profit & Social Impact|SMB

Genomic analysis

AgenticL2

Each childhood tumor has unique genetic drivers—adult protocols don't apply. Spreadsheets meant 6-month waits; Azure cut that to weeks.

<24hCompute Time Reductionvs ~5,000 hours of compute
via microsoft.com
Published Sep 24, 2026
GET AI logoG

GET AI

Professional Services|SMB

Consulting operations

AgenticL3

Weeks of scattered workshops to scope a single use case. An AI intake agent now delivers briefs, architecture, and prototypes in days.

~260hAnnual Capacity Gain
via microsoft.com
Published Sep 23, 2026