AI-Driven Commercial Loan Pricing
AI-Driven Commercial Loan Pricing
10 PagesAI and Generative AI are used to optimize commercial loan pricing, replacing outdated grid systems that fail to reflect market conditions. By simulating loan negotiations between a virtual client and a virtual RM, the AI model suggests prices that maximize risk-adjusted returns. This approach, validated using real and synthetic data, led to a 26% increase in expected revenues, targeting loans where price adjustments would have the most impact while maintaining high acceptance probabilities. This AI-driven strategy offers banks a significant improvement over traditional cost-plus pricing methods.
