Agentic AI Governance — Control Plane for AI Agents
Agentic AI Governance — Control Plane for AI Agents
Challenge
Autonomous AI agents are executing tool calls — database queries, API requests, file operations — with minimal human oversight. Enterprises deploying agents face regulatory requirements (EU AI Act Art. 12-14, Singapore MGF) for human oversight, audit trails, and authorization controls. Existing agent frameworks (LangChain, AutoGPT, CrewAI) have no built-in governance layer.
Build a control-plane overlay that intercepts, authorizes, logs, and audits every tool call made by an AI agent — without modifying the agent or tool code.
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AI Governance
EU AI Act
Agent Security
OWASP LLM
Human-in-the-Loop
Audit Trail