Understand how AI drives results
in your industry

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

30+ use cases|2,830 case studies (+119 last 30d)
2,494 companies|

NewConnect ChatGPT & Claude to this data — now available as API & MCP →

Real-world implementations from

Toyota Connected logoT
Toyota ConnectedInternal knowledge search
Hyundai Motor Group logoH
Hyundai Motor GroupOperations automation
Nestlé logoN
NestléInterview scheduling
Uber logoU
UberCode generation
LG U+ logoL
LG U+Customer search
Netflix logoN
NetflixContent production
HelloFresh logoH
HelloFreshAd campaign automation
Headspace logoH
HeadspaceSelf-service analytics
Toyota Connected logoT
Toyota ConnectedInternal knowledge search
Hyundai Motor Group logoH
Hyundai Motor GroupOperations automation
Nestlé logoN
NestléInterview scheduling
Uber logoU
UberCode generation
LG U+ logoL
LG U+Customer search
Netflix logoN
NetflixContent production
HelloFresh logoH
HelloFreshAd campaign automation
Headspace logoH
HeadspaceSelf-service analytics

Most AI use cases are still picked by guesswork —
and 95% fail

Internal brainstorming only

Ideas from your team, no outside signal → Best guess prioritization

Momentum
?YoY
Traction
?case studies
Proven Impact
?score
Build vs Buy
?buy
Trial & error

Falling behind

Demos that impress, outcomes that don't

Use Case Intelligence

Your shortlisted ideas, validated against 2,800+ real implementations → Prioritise by what's already paying off

Momentum
+75%YoY
Traction
55case studies
Proven Impact
7.8score
Build vs Buy
33%buy
Focused bets

Real impact

Measurable ROI and competitive edge

Use case intelligence lets you see the winners,
so you can be in the 5%

Also available as API & MCP — accessible to your agents, workflows, and apps.|API reference →