AI Use Case

Predict risk of loan delinquency for existing customers and recommend proactive handling strategies

Predict risk of loan delinquency and recommend proactive maintenance strategies. Machine learning can respond swiftly to dynamic information sources.

Function

Benefits

Cost - Reduce wastage,Risk reduction - Evaluate counter-party risk (eg credit scores)

Case Studies

ANZ Bank~ANZ bank identifies high risk loans and predicts customer defaults with deep learning

Industry

Financial Services

Banking

Data Sets

Structured / Semi-structured

AI Technologies

ML Task - Action Selection - Reinforcement Learning ,ML Task - Prediction - Binary Classification,Model Architecture - Deep Neural Networks,ML Task - Prediction - Regression,Traditional AI,ML Task - Grouping - Dimensionality Reduction

Potential Vendors

Nvidia