Build and operate internal AI platforms for developer workflows and AI-assisted operations. Integrate AI into CI/CD and engineering toolchains, implement quality and compliance guardrails, support HIPAA/GxP and FedRAMP-boundary environments, and develop anomaly detection, incident triage, runbook automation, and self-healing capabilities. Partner with engineering, security, compliance, and leadership to establish responsible AI standards and measure improvements in engineering throughput and operational reliability.