The Intelligent Financial Engine helps financial institutions better understand customer needs, risk management and business operations by constructing a knowledge graph and performing knowledge extraction and value mining of financial data across the entire domain. The Intelligent Financial Engine utilizes big data and artificial intelligence technology for risk assessment and prediction, providing more accurate and rapid risk identification and early warning to help financial institutions improve risk prevention capabilities and business decision-making efficiency.