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Discover how Labcorp has revolutionized their AI development lifecycle in this 28-minute conference talk presented by Adam Sullivan at All Things Open AI 2025. Learn about the integration of Large Language Models (LLMs) and other generative AI technologies into Labcorp's model deployment pipeline, combining traditional MLOps practices with generative AI capabilities to accelerate the development, testing, and deployment of diagnostic and clinical AI models. Explore how this innovative approach has reduced model deployment time from months to weeks while maintaining rigorous healthcare compliance standards. The presentation details a framework incorporating automated guardrails for HIPAA compliance and model validation, enabling rapid iteration while ensuring patient data security. See real-world examples of successful implementation across multiple diagnostic applications, including laboratory test optimization, faster patient responses, and sales enablement at one of the world's leading healthcare diagnostic companies.
