Plan & Proof

Governance · September 2026 · 4 min

Seven controls before an agent may act on its own

42% want to give AI agents real decision authority by 2030. Only 5% have the controls in place today.

Anders Butzbach Christensen

Plan & Proof

More than 40% of agent projects are expected to be cancelled by the end of 2027. Agents need governance before they need technology. Decision rights must be clear before agents go into operation.

1

Inherits the user's identity and permissions

2

Has a list of permitted tools and actions

3

Critical actions require human approval

4

Everything is logged

5

Can be rolled back and stopped

6

Has a cost ceiling

7

Is tested and evaluated before going live

Agent or not?

Agents for decisions, automation for fixed workflows and assistants for simple look-ups. Choose a few agent cases with clear value and clear controls.

Sources: BCG Applied AI Index 2026; Gartner, Jun 2025; Gartner/Evanta, Mar 2026.

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