Financial Services
AI & Data use cases: Financial Services
In the Financial Services category, we cover 2 outcome-driven use cases. Most deliver visible impact within 6+ months, with an average complexity of 3/5 and ROI around 5/5. These cases are designed for organizations starting at 250+ (SME), with concrete deliverables that speed up decision-making. Each case explains the problem, the trajectory, and the tangible outputs.
Category summary
Number of cases
2
Average horizon
6+ months
Average complexity
3/5
Recommended size
250+ (SME)
Use cases
Financial Services
Real-time fraud detection
Identify fraudulent transactions in real time using ML models combining rules and anomalies.
-50% fraud loss reduction
View case →Financial Services
Alternative credit scoring
Enrich credit scoring with alternative data (digital behavior, open banking) for underbanked profiles.
+15% approval rate increase
View case →