What happened
ModelCop began commercial operations (July 4, 2026) with an identity-first platform to discover, monitor, and govern AI agent credentials, API keys, and machine identities, including attack-path analysis, just-in-time access controls, ALE-based risk quantification, and automated compliance mapping (NIST AI RMF, SOC 2, HITRUST).
Why it matters
New entrant targeting the fast-growing non-human-identity/machine-identity security category specifically for AI agents, competing in a space recently validated by CyberArk and Palo Alto Networks moves.
Applicability
Security and identity teams needing visibility and least-privilege controls over AI-agent credentials and service accounts as agent deployment scales.