There is a specific kind of meeting I have seen leaders walk out of looking different than when they walked in.
Not shaken by bad news. Not blindsided by a competitor move. Something quieter and more unsettling than that. They had just learned that a decision inside their organization, one they considered theirs to make, had already been made. Not by a person they could call into a room. By an agent that had been running quietly in the background, routing, approving, filtering, and concluding, while the leader believed the decision was still pending.
I have been thinking about what that moment reveals.
Because the first instinct in that room is almost always to treat it as a technology failure. The agent did something it was not supposed to do. The engineers will fix it. The workflow will be corrected. The report will go to the risk committee. That instinct is understandable and it is wrong. What failed in that moment was not the agent. What failed was the leadership structure that surrounded it.
An agent does not make unauthorized decisions. It makes the decisions it was authorized to make by the gaps in the governance structure. Every step it took without human review was a step the organization had not explicitly required human review for. Every action it completed without escalation was an action no one had defined as requiring escalation. The agent did exactly what it was built to do. The problem is that no one had completed the harder work of deciding what it should not be built to do.
That is a governance decision. And governance decisions belong to leaders, not to systems.
I have watched organizations spend months on AI deployment and almost no time on AI governance. The deployment work is visible: demos, integrations, vendor presentations, launch timelines. The governance work is invisible: decision maps, authority boundaries, escalation thresholds, audit protocols, accountability assignments. Visible work gets applause. Invisible work gets results. The leaders who separate those two things, who insist that governance is built before the agent is deployed, are the ones whose organizations do not have that meeting.
But I want to say something about the leaders who do have that meeting, who walk out looking different, because some of them do something remarkable.
They do not treat it as a crisis to contain. They treat it as information about where their governance structure has not caught up to their operating reality. They sit with their teams and ask: where else is this true? Where else have we extended the agent’s reach without explicitly defining its limits? Where else are decisions being completed without the review we would want if we were watching? They do the audit. They draw the lines that should have been drawn earlier. They build the accountability record that protects the organization going forward.
Those leaders are not embarrassed by the discovery. They are grateful for it. Because they understand that discovering a governance gap before a regulator or a shareholder does is a gift. The gift expires.
The conviction I carry from watching both kinds of leaders, the ones who treat it as a technology problem and the ones who treat it as a governance opportunity, is this: the leader who is genuinely accountable for what runs under their name does not wait for the meeting. They anticipate it. They sit down, before the deployment, and ask every hard question about what this agent is authorized to do, what happens when it reaches the boundary of that authorization, and who is responsible for the outcome when it acts.
That work is not glamorous. No one will write a press release about it. The board will not applaud it at the next quarterly session. But that work is the difference between leading an organization and managing an incident.
Legacy is not built in the deployments. It is built in the decisions that protected the people and the organization when no one was watching. The agents are watching. The question is whether the governance structure that surrounds them is worthy of the name.
Do that work now, before the meeting where you discover it was not done.
Glenn E. Daniels II
Founder, Touch Stone Publishers Limited