See which AI use cases
are paying off

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.

30+ use cases|2,671 case studies (+105 last 30d)
2,365 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
LG U+ logoL
LG U+Customer search
Netflix logoN
NetflixContent production
FIFA logoF
FIFAMedia accreditation
AT&T logoA
AT&TRetail sales guidance
UFC logoU
UFCSports analytics
Toyota Connected logoT
Toyota ConnectedInternal knowledge search
Hyundai Motor Group logoH
Hyundai Motor GroupOperations automation
Nestlé logoN
NestléInterview scheduling
LG U+ logoL
LG U+Customer search
Netflix logoN
NetflixContent production
FIFA logoF
FIFAMedia accreditation
AT&T logoA
AT&TRetail sales guidance
UFC logoU
UFCSports 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 2,600+ real implementations → Prioritise by what's already paying off

Momentum
+24%YoY
Traction
74case studies
Proven Impact
8.5score
Build vs Buy
65%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 — bring the data into ChatGPT, Claude, or your own tools|API reference →