Cross-functional teams (clinicians, engineers, data scientists, compliance) build minimally invasive interventions, instrument real-world outcomes, and iterate under medical governance. We productionize wins with policy-as-code, audit trails, clinician workflows, and patient safety checks so improvements are measurable, reproducible, and defensible. Success is reported as improved clinical KPIs, shorter revenue cycles, higher patient retention, and demonstrable cost reductions.