A global medical technology leader faced slow onboarding, fragmented regulatory knowledge, and high compliance risk in medical software development at scale. FPT established a compliant Offshore Development Center (ODC) and deployed KnowMed, an on‑premise, audit‑ready AI platform embedded into daily engineering workflows to deliver traceable, regulation‑aligned knowledge. As a result, onboarding time was reduced by 60%, new engineers reached 30% productivity by week four, and 13.5 man‑months were saved across a 27‑engineer cohort.