operational readiness , API design, Data Governance, RAG systems, computer vision pipelines, Privacy, enterprise integration patterns, Security, automated evaluations, AI safety infrastructure, Resilience, observability, generative AI, model drift monitoring, cloud-native architecture, data platforms, shared AI platforms, risk-posture dashboards, agentic workflows, MLOps tooling, technical due diligence, deployment playbooks, model serving, integration layers