Implement and operate AI governance touchpoints in partnership with IT Risk, Quality, Legal, and Cybersecurity, including intake controls, access provisioning, audit trails, human-in-the-loop enforcement for regulated outputs, detection of unauthorized AI usage, and AI/ML observability for output quality and drift. Experience supporting the platform layer for OT/manufacturing IT, operationalizing newly deployed enterprise platforms (e.g., SAP, MES, clinical data) into sustained operations, and leading platform engineering teams with end-to-end lifecycle ownership.