See how 30 companies
use AI for specialized 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

Toyota Motor Corporation logoT
Toyota Motor CorporationDocument search
Rappi logoR
RappiProduct search
Toolstation logoT
ToolstationProduct search
Eurowings logoE
EurowingsWebsite search
Cordis logoC
CordisDocument search
Toyota Motor Corporation logoT
Toyota Motor CorporationDocument search
Rappi logoR
RappiProduct search
Toolstation logoT
ToolstationProduct search
Eurowings logoE
EurowingsWebsite search
Cordis logoC
CordisDocument search
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Showing 9 of 30 case studies
Eurowings logoE

Eurowings

Travel & Tourism|Mid-size

Website search

AgenticL1

Scattered data made AI features impossible to build. Unifying it unlocked search that understands traveler intent, not just keywords.

>60%Search Latency Reduction
via databricks.com
Published today
Techies Without Borders logoT

Techies Without Borders

Non-Profit & Social Impact|SMB

Medical knowledge assistant

AgenticL2

Clinicians in physician-short settings waited 5 mins for answers. Now, offline AI in the clinic responds in 2 secs.

2 secsQuery Response Timevs 5 minutes
via nvidia.com
Published Jun 17, 2026
Toyota Motor Corporation logoT

Toyota Motor Corporation

Automotive & Mobility|Enterprise

Document search

AgenticL2

Scattered AI tools and manual document searches slowed engineers. Now, a unified AI rapidly retrieves specialized technical answers.

20%Research Time Reduction
via aws.amazon.com
Published Apr 8, 2026
Furniture.com logoF

Furniture.com

Retail|SMB

Product discovery

AgenticL2

Fragmented vendor feeds obscured matching items. Now, AI pipelines parse millions of unstructured records into curated collections.

2xConversion Increase
via databricks.com
Published Apr 3, 2026
Toolstation logoT

Toolstation

Retail|Enterprise

Product search

AgenticL2

Merchandisers manually updated rules weekly to decode trade slang. Now, AI continuously trains on live data to process complex queries.

5.5%Search Revenue Growth
via cloud.google.com
Published Mar 31, 2026
Allspice Labs logoA

Allspice Labs

Software & Platforms|SMB

Search and data matching

AgenticL3

Messy ingredient data broke text search, capping matches at 20%. AI semantic search now maps free-form inputs to unlock recipe imports.

97%Matching Accuracy
via pinecone.io
Published Mar 25, 2026