Partner with business, IT, Quality, and external vendors to define AI use cases, influence platform roadmaps, and oversee pilot‑to‑production deployment of AI‑assisted solutions (e.g., automation, analytics, content intelligence), ensuring appropriate validation, documentation, risk management, and change adoption.