See how 200 companies
use AI for enterprise search

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

Grupo Bimbo logoG
Grupo BimboAudit guidance
PGGM logoP
PGGMInternal document search
Zillow logoZ
ZillowInternal knowledge search
Stripe logoS
StripeKnowledge assistant
Rakuten Group logoR
Rakuten GroupKnowledge management
Grupo Bimbo logoG
Grupo BimboAudit guidance
PGGM logoP
PGGMInternal document search
Zillow logoZ
ZillowInternal knowledge search
Stripe logoS
StripeKnowledge assistant
Rakuten Group logoR
Rakuten GroupKnowledge management
Try:,,
Showing 9 of 200 case studies
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 today
Tenali AI logoT

Tenali AI

Software & Platforms|SMB

In-call sales answers

AgenticL2

A $2M deal evaporated in the 24 hours it took to follow up. Now reps answer technical questions live, in under a second.

via mongodb.com
Published 3 days ago
Thinkific logoT

Thinkific

Education & Training|Mid-size

Knowledge management

AgenticL2

Ops teams combed Gong, Zendesk, Slack, and Salesforce to answer routine questions. Now one query surfaces cited answers.

30+ minCall Prep Reduction
via getguru.com
Published 4 days ago
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 Aug 4, 2026
MAIRE logoM

MAIRE

Industrial & Manufacturing|Enterprise

Engineering data search

AgenticL2

Thousands of project models across disconnected systems made every query a hunt. Natural language in Teams now surfaces answers immediately.

100+AI Use Cases
via microsoft.com
Published Jul 10, 2026
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Policy guidance lived in SharePoint, colleague memories, or outdated versions.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