Lead the architecture, engineering, evaluation, and production deployment of approved agent-enabled experiences, orchestration, and automation — implemented within applicable security, privacy, risk, compliance, and human-oversight frameworks — including bounded action registries, data grounding, policy constraints, human-oversight thresholds, auditability, and reversibility requirements for member-affecting actions. Familiarity with recognized control and risk frameworks applied to technology and AI, including the AICPA Trust Services Criteria used in SOC 2 examinations, the NIST AI Risk Management Framework, and enterprise risk management principles, and the ability to translate evolving supervisory direction into practical platform controls.