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.
Cost - Reduce wastage,Risk reduction - Evaluate counter-party risk (eg credit scores)
ANZ Bank~ANZ bank identifies high risk loans and predicts customer defaults with deep learning
Structured / Semi-structured
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