Intelligent Credit Risk Scoring Automation

Develop an advanced credit risk assessment automation system that combines traditional credit scoring metrics with alternative data sources and machine learning predictive models. Create a workflow that can dynamically evaluate loan applications, generate risk profiles, and provide probabilistic default predictions with explainable AI techniques. Implement robust data privacy controls and support regulatory compliance requirements.