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Explore how Moody's revolutionizes compliance workflows through an AI Screening Agent that automates Level 1 (L1) screening processes essential for Know Your Customer (KYC) and compliance due diligence during customer onboarding. Learn how this innovative system minimizes false positives while significantly reducing human review time and costs compared to traditional manual processes. Discover the advanced ReAct architecture with intelligent tools that enables the AI agent to perform complex compliance decision-making with human-like accuracy and greater consistency, going beyond typical Retrieval-Augmented Generation (RAG) applications like summarization and chat-with-your-data. Examine the screening agent architecture and its ability to adapt to evolving client policies, while understanding evaluation and configuration management using MLflow LLM-as-judge and Unity Catalog. Address key implementation challenges including data fidelity and customization requirements in real-world compliance environments. Gain insights into the transformative potential of AI agents in compliance workflows, with emphasis on their adaptability, accuracy, and consistency in automating critical business decisions. This presentation by Nishant Gurunath, Associate Director of Machine Learning at Moody's, demonstrates practical applications of AI agents in financial services compliance and regulatory technology.
