AI use case

Specialized Search

Generative AI search across specialized corpora — medical, scientific, financial — returning synthesized, cited answers instead of keyword hits.

33 case studies (+20% last year)

only some companies

Key figures

Latest case studies in specialized search

Takeda logoT

Takeda

Pharmaceuticals & Biotech|Enterprise

Medical information

AgenticL2

Every HCP response required manually searching regulated literature. Now agents surface cited answers from 3,100+ medical documents.

25k+HCP Requests Handled
via salesforce.com
Published Sep 17, 2026
NuScale Power Corporation logoN

NuScale Power Corporation

Energy & Utilities|Mid-size
up to

Document search

AgenticL2

Generic search couldn't speak nuclear; answers buried in licensing docs. Purpose-built AI now surfaces them in seconds, traceable to source.

80%Search Time Reduction
via gurufocus.com
Published Aug 25, 2026
Wikimedia Deutschland logoW

Wikimedia Deutschland

Non-Profit & Social Impact|SMB

Knowledge search

AgenticL1

Querying Wikidata required specialized syntax, locking out most AI systems. Vector search now lets LLMs navigate 100M+ entities in plain language.

30xQuery Speed Increase
via ibm.com
Published Aug 14, 2026
Golden Energy Mines logoG

Golden Energy Mines

Energy & Utilities|Mid-size

Operations intelligence

AgenticL2

A call that helped the pit could quietly hurt the port. GEMVIS unifies 50 siloed apps into one live view, in every tool teams use.

<1 hrRetrieval Time Reductionvs two days
via cloud.google.com
Published Jul 22, 2026
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 Jul 10, 2026
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

Context Windows Pro

Understand how AI drives results in your industry

Research and prioritise AI use cases with data that shows you what’s working. Upgrade now to unlock the full database.

Every industry is different. Understand the most impactful use cases for yours.

Context Windows brings together case studies on what companies are doing with AI, from across the web. So you can prioritise what's already working.

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Context Windows Pro

  • Unlimited access to 2,800+ structured AI case studies from 2,400+ companies
  • 5 questions a day to Ask the Analyst — our built-in AI
  • Connect your own AI (API & MCP) — bring the data into ChatGPT, Claude, or your code
  • Advanced filters across sub-industries, jobs, commercial outcomes, and more
  • Use case prioritization — see which AI use cases are gaining traction in your industry
  • Explore metrics like proven impact, agentic level, build vs buy, and KPIs
  • Vendor Intelligence — compare AI vendors with proven impact for your use cases
  • Deep Dives — interactive charts covering adoption trends, ROI breakdowns, and more
  • Saved views, email alerts, and exportable visualizations

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