The PBSAI Governance Ecosystem: A Multi-Agent AI Reference Architecture for Securing Enterprise AI Estates

A leaked research paper details the PBSAI Governance Ecosystem, a comprehensive 12-domain reference architecture designed to secure enterprise AI estates. It proposes a multi-agent system using "context envelopes" and structured contracts to govern AI models, RAG pipelines, and tool-using agents on shared infrastructure. The 43-page blueprint aligns with NIST standards and aims to provide traceability and human-in-the-loop guarantees currently missing from existing security frameworks for complex, interconnected AI systems.