Institute for Financial Integrity：2025 AI 赋能金融合规洞察报告：策略、应用与未来趋势（英文版）（45页）.pdf

1、Leveraging Artificial Intelligence for Enhanced Financial ComplianceStrategies,Applications,and Future Trendsfinintegrity.orgTable of ContentsLeveraging Artificial Intelligence for Enhanced Financial Compliance03Introduction Overview of Financial ComplianceThe Rise of Artificial Intelligence in Fina

2、ncial ComplianceThe Rise&Distinction of Generative AIFrom Rule-Based Systems to Autonomous IntelligenceKey Questions from the U.S.Department of the Treasurys RFI09Foundational Aspects&Challenges of Financial Compliance Current Challenges in Financial ComplianceThe Need for AI in Modern Compliance 13

3、Key Strategies for Implementing AI in Financial Compliance Risk Management FrameworksGovernance Structures for AI Development&DeploymentPolicies&Practices Governing AI Implementation17AI-Enhanced Compliance:Applications&Real-World Examples Applications of AI in Financial ComplianceReal-World Use of

4、AI in Financial ComplianceIntegration of Generative AI in Financial Compliance:The Case of AskFIN 23Navigating the Risks&Rewards of AI in Compliance AI ExplainabilityBias&Fairness in AI ModelsFraud Risks:Biometric Mimicry&AI-Driven FraudData Privacy&Security Concerns Integration Challenges with Exis

5、ting Systems31Regulatory Framework&Evolving AI Regulations Governing the Use of AI in ComplianceEvolving Landscape of AI Regulation in the Financial Sector35The Collaborative Future of AI&the Human Workforce Transformation of Roles within Compliance DepartmentsEvolving Skills for AI-Enhanced Complia

6、nceUpskilling Employees to Work Alongside AI Systems39Future Trends for AI in Compliance Advancements in Machine Learning AlgorithmsIntegration of AI with Other TechnologiesAI-Driven Personalization of Compliance TrainingEvolution of Regulatory StandardsGlobal Collaboration:Standardizing AI Use in C