Executive Decision · AI and Enterprise Control
What Should Remain Human?
The objective is to place human judgement where the consequences justify it.
AI agents are moving from generating recommendations to taking actions.
The executive question is not whether an agent should be autonomous.
The question is:
Which decisions and actions should remain human-controlled?
Start with the consequences.
An action with low risk and easy reversal is a stronger candidate for autonomy.
An action involving customers, money, regulation, reputation or irreversible outcomes needs stronger human control.
Use six questions:
- 01What happens if the agent is wrong?
- 02How quickly will the error be detected?
- 03Can the action be reversed?
- 04Who is accountable for the outcome?
- 05What limits prevent the agent from exceeding its authority?
- 06Who can stop the agent?
Then place the activity on an autonomy ladder:
Observe → Recommend → Draft → Execute with approval → Execute within limits → Fully autonomous
Do not start with maximum autonomy.
Start with the lowest level that creates meaningful value.
Increase autonomy only when evidence supports the change.
The objective is not to remove humans from the process.
The objective is to place human judgement where the consequences justify it.
Related perspectives
Related frameworks
Related
Read next.
Journal · AI and Enterprise Control
Before an AI Agent Touches a Real Process
Before an AI agent touches a real process, define the boundary.
Journal · AI and Enterprise Control
When AI Starts Acting, Who Owns the Outcome?
AI changes the conversation when it moves from answering questions to taking action.
Journal · AI and Enterprise Control
Why Most Enterprise AI Pilots Never Become Operating Capabilities
Most AI pilots do not fail because the model stops working. They fail because the organisation has not built the operating capability around the model.