AI Use Case
Discover new complex interactions in the financial system to support better risk modelling and stress testing
Discover new complex interactions in the financial system to support better risk modelling and stress testing. Analysing large quanitites of data may suggest patterns that are not visible or obvious to human analysts operating with machine learning support. Equally the human will be necessary to question and improve on the ML output.
Function
Benefits
Risk reduction - Reduced compliance risk,Operational Support - Situational awareness
Case Studies
Moody's Analytics~Moody's Analytics find loan risk prediction is improved using AI models over its proprietary RiskCalc model
Industry
Financial Services
Investment Banking And Investment Services
Data Sets
Structured / Semi-structured,Time series
AI Technologies
Traditional AI,Machine Learning (ML)
Potential Vendors