Governance-Aware Agent Telemetry for Closed-Loop Enforcement in Multi-Agent AI Systems

Anshul Pathak, Nishant Jain

Enterprise multi-agent AI systems produce thousands of inter-agent interactions per hour, yet existing observability tools capture these dependencies without enforcing anything. Op…