See how 197 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

Siemens logoS
SiemensWebsite search
Grupo Bimbo logoG
Grupo BimboAudit guidance
Syracuse University logoS
Syracuse UniversityInstitutional data platform
Rakuten Group logoR
Rakuten GroupKnowledge management
PGGM logoP
PGGMInternal document search
Siemens logoS
SiemensWebsite search
Grupo Bimbo logoG
Grupo BimboAudit guidance
Syracuse University logoS
Syracuse UniversityInstitutional data platform
Rakuten Group logoR
Rakuten GroupKnowledge management
PGGM logoP
PGGMInternal document search
Try:,,
Showing 9 of 197 case studies
Grupo Bimbo logoG

Grupo Bimbo

Consumer Products|Enterprise

Audit guidance

AgenticL2

Hours searching SharePoint, days waiting for QA, reports rewritten when templates changed. Now two agents answer instantly from live docs.

~20%Planning Time Reduction
via microsoft.com
Published Jun 20, 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
Slovenské Elektrárne logoS

Slovenské Elektrárne

Energy & Utilities|Mid-size

Knowledge search

AgenticL3

Hours of system-hopping to find answers left nothing for analysis. Employees now ask in natural language—instant, structured results.

2,100+Workdays Saved Annually
via microsoft.com
Published Jun 10, 2026
Sonata Software logoS

Sonata Software

Technology|Enterprise

Financial forecasting

AgenticL2

Reconciling siloed systems delayed revenue forecasts. Now, teams query AI agents in plain language to pull project data in seconds.

30khRecon. Eliminated
via microsoft.com
Published May 30, 2026
Syracuse University logoS

Syracuse University

Education & Training|Enterprise

Institutional data platform

AgenticL2

Decades of data were buried in rigid keyword searches. Now, custom AI agents let the campus query millions of records in natural language.

2 weeksDonor Query Time Saved
via anthropic.com
Published Apr 29, 2026
Pure Storage logoP

Pure Storage

Technology|Enterprise

Enterprise search

AgenticL2

Engineers lost up to an hour digging through Jira and wikis. Now, an AI assistant instantly surfaces secure, attributed answers.

30+ minsSearch Time Savings
via glean.com
Published Apr 29, 2026