Control 21 Insight

Preparing your organisation for agentic AI

Agentic AI changes the risk profile because systems can take actions, not just generate text.

Before deploying agents, map the workflow, permissions, systems touched, decision points and failure modes. Give agents the minimum access needed, require approval for material actions, log activity, separate test and production environments, and make rollback possible. Start with bounded workflows where value can be measured.

Control 21 perspective

The practical question is not whether the concept is fashionable, but whether it improves decisions, delivery or operations. Control 21 approaches the topic through governance, implementation and measurable operating outcomes.

Next step

What should your organisation do next?

Describe the problem to AVA or speak directly with Control 21 about a scoped engagement.