NEWAI Agents in Infrastructure Fail Due to Poor Data Foundation8. July 2026AI Models, CybersecurityAI agents require a structured data foundation that precisely maps physical, logical and virtual layers—standard data platforms and CMDBs alone are insufficient. Share on: