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Enterprises are likely to shift from single-task AI to multi-agent systems, enabling autonomous, adaptive operations, but trust and orchestration remain problematic.

The Agentic AI Governance Assurance & Trust Engine (AAGATE) translates the high-level functions of NIST AI RMF into a living, Kubernetes-native architecture.