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