AI Governance and Monitoring

Governance for Enterprise AI Agents

AI agents become more valuable when they can access business data and trigger workflows. We help organisations implement the governance, security and monitoring needed for safe deployment.


  • AI agent risk classification by autonomy, data access and business impact
  • Human-in-the-loop approval design for sensitive actions
  • Role-based access control and data permission boundaries
  • Guardrails for what agents can retrieve, generate and execute
  • Audit trails for prompts, actions, approvals and system updates
  • Testing and evaluation for quality, reliability and operational safety
  • Ongoing monitoring, issue review and improvement planning

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