01
Lead Qualification
0%YoY
12.6impact|20studies|80%buy
Proven impact
BuildBuy
LowModerateVery Strong14.012.3
12.6Very StrongEBIT / ROI
25%
Revenue
51%
Cost savings
10%
Time savings
6%
Operational
8%
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|2,303 case studies (+182 last 30d)
2,065 companies|
30+ use cases|2,303 case studies (+182 last 30 days)|2,065 companies|
Real-world implementations from
AXA SwitzerlandClaims processing
ZoomAd campaign optimization
AT&TInternal employee assistants
PanasonicMarket research simulation
Hitachi EnergyEmployee support
Lowe'sRetail store operations
Volkswagen GroupSmart manufacturing
Porsche Cup BrasilDamage assessment
AXA SwitzerlandClaims processing
ZoomAd campaign optimization
AT&TInternal employee assistants
PanasonicMarket research simulation
Hitachi EnergyEmployee support
Lowe'sRetail store operations
Volkswagen GroupSmart manufacturing
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
Ideas from your team, no outside signal
Best guess prioritization
Internal brainstorming only
Predictive maintenanceFraud detectionLead qualificationAgentic Customer ServicePersonalizationChurn predictionDocument extraction
Momentum
?YoY
Traction
?case studies
Proven Impact
?score
Build vs Buy
?buy
Strategy|Trial & error
Falling behind
Demos that impress, outcomes that don't
Use Case Intelligence
Your shortlisted ideas, validated against 2,300+ real implementations → Prioritise by what's already paying off
Momentum
+182%YoY
Traction
65case studies
Proven Impact
8.9score
Build vs Buy
74%buy
Focused bets
Real impact
Measurable ROI and competitive edge
Your shortlisted ideas, validated against 2,300+ real implementations
Prioritise by what's already paying off
Use Case Intelligence
Lead QualificationAgentic Customer ServicePredictive Maintenance
Momentum
+182%YoY
Traction
65case studies
Proven Impact
8.9score
Build vs Buy
74%buy
Strategy|Focused bets
Real impact
Measurable ROI and competitive edge
Use case intelligence lets you see the winners,
so you can be in the 5%