Varatharajan, S. 2026. AI Governance Scan Engines for Enterprise Data Ecosystems: A RAG‑Driven Architecture for Continuous Compliance and Risk Detection. International Journal of Technology, Management and Humanities. 12, 03 (Sep. 2026), 51–59. DOI:https://doi.org/10.21590/ijtmh.12.01.418.