Conflict of interest disclosures often contain valuable risk signals but uncovering them at scale can be time consuming. This session demonstrates how AI can streamline COI review by analyzing patterns, surfacing anomalies, and supporting clearer, data-driven decisions. We’ll discuss real-world use cases, governance considerations, and practical steps for implementing AI in a way that enhances both compliance effectiveness and employee experience.