
AI ASSURANCE ENGINEERING: HOW ENTERPRISES TEST, VALIDATE, AND TRUST AI SYSTEMS BEFORE PRODUCTION
AI assurance engineering gives enterprises a structured way to test, validate, monitor, and trust AI systems before they reach production. This article explains how organizations can build an enterprise AI validation framework across LLMs, RAG systems, AI agents, data pipelines, security controls, governance, observability, and continuous risk management.






