Baptist Health, the largest healthcare system in South Florida, manages a diverse clinical ecosystem spanning 12 hospitals and 4,500 physicians. While this scale offers a wealth of potential evidence, most actionable insights are trapped in messy, multimodal, and unstructured formats. In this keynote, Baptist Health will detail the strategic imperative of making its massive longitudinal data assets available for clinical research, secondary use of medical data, and life science research – a process requiring the integration, de-identification, and enrichment of fragmented EHR data at a scale that traditional engineering cannot sustain.

Then, we will explain how John Snow Labs’ Patient Journey Intelligence Platform turns this vision into a regulatory-grade reality. The platform is deployed privately within Baptist Health’s secure environment to extract, normalize, and enrich multimodal data into a high-fidelity OMOP foundation. The session concludes with a demonstration of the platform’s AI agents, including the Cohort Builder and Patient Journey Co-Pilot, which enable researchers to easily navigate longitudinal patient histories through natural language, accelerating discovery while ensuring uncompromising privacy and governance.