02 Recognized Problem
The capacity to act grows faster than identity, authority, and responsibility.
An agent should not be governed solely by the model it uses. Purpose, tools, data, authority limits, supervision, and reversibility must be linked to the decision and the consequence.
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Executive Question “Who authorized the action and how to stop or revert it?”
The Gap
Technical security and business authority do not share the same context.
Decision Connection
The decision trail of agents must answer to the same fiduciary limits that guide humans.
What to Observe
Executive signals to recognize pressure before it turns into cost, risk, or rework.
01
Actions per agent
02
Tool usage
03
Limit violations
04
Approvals
05
Escalations
06
Reversals
07
Consequence
If this pressure is already visible in operations, it can be framed without rebuilding your ecosystem.
The discussion starts with the recognized problem, identifies the material decision behind it, and defines the first useful scope to generate learning with low friction. In 30 minutes, leadership should leave with clearer judgment about what to preserve, connect, or govern first.