Organizations Adopt Real-Time AI Compliance Tools

Jan 30, 2026 — Alan Fagan reports that traditional spreadsheet-based AI governance fails to track millions of API calls and dynamic prompt interactions, urging security teams to adopt dedicated, real-time AI compliance tools. He highlights products like FireTail that map activity to the OWASP LLM Top 10, NIST AI RMF, and MITRE ATLAS, enabling model-level enforcement and audit-ready defenses against prompt injection and data exfiltration.