AI-assisted chart review is becoming a foundational capability for payers, providers, and life sciences organizations, powering everything from prior authorization and quality to risk adjustment, real-world evidence, and clinical decision support. This session will show how ontology-driven clinical data extraction transforms LLM-based chart review, often prone to hallucinations and variability, into a trusted, scalable enterprise capability.