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|2,265 case studies (+159 last 30d)
2,036 companies|

Real-world implementations from

AXA Switzerland logoA
AXA SwitzerlandClaims processing
Zoom logoZ
ZoomAd campaign optimization
AT&T logoA
AT&TInternal employee assistants
Panasonic logoP
PanasonicMarket research simulation
Hitachi Energy logoH
Hitachi EnergyEmployee support
Lowe's logoL
Lowe'sRetail store operations
Volkswagen Group logoV
Volkswagen GroupSmart manufacturing
Porsche Cup Brasil logoP
Porsche Cup BrasilDamage assessment
AXA Switzerland logoA
AXA SwitzerlandClaims processing
Zoom logoZ
ZoomAd campaign optimization
AT&T logoA
AT&TInternal employee assistants
Panasonic logoP
PanasonicMarket research simulation
Hitachi Energy logoH
Hitachi EnergyEmployee support
Lowe's logoL
Lowe'sRetail store operations
Volkswagen Group logoV
Volkswagen GroupSmart manufacturing
Porsche Cup Brasil logoP
Porsche Cup BrasilDamage assessment

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 2,200+ real implementations → Prioritise by what's already paying off

Momentum
+165%YoY
Traction
62case studies
Proven Impact
9.3score
Build vs Buy
73%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%