Give them a short briefing built around the decisions only they can make, then stop. Senior leaders do not need to review agent drafts. They need to understand depth, who holds approval rights, what the record proves, and what happens when a certificate lapses, in about half a day, tested on their own business.
What do senior leaders actually decide about AI agents?
Most executive AI sessions fail because they teach the wrong things. Leaders sit through model demonstrations and vendor road maps, then go back to a board paper that asks them to approve an agent at a depth they cannot define.
The decisions that land on a leader's desk are few and specific:
- How far each agent may act, capability by capability, and who signs off a move up a depth.
- Which actions the business will never let an agent take, whatever the evidence.
- Who in the organisation holds approval rights over held actions, and what qualifies them.
- What the business will show a regulator, auditor or customer when a decision is challenged.
- Where the budget goes: the agent, the people who review it, or both.
A briefing that does not prepare a leader for those five decisions is wasting their time.
What should the briefing cover?
Four ideas, each tied to one of those decisions.
- Depth is earned, not configured. The role sets a ceiling, evidence from certification sets the actual depth, and the lower wins. Leaders who grasp this stop asking "can we turn it up?" and start asking "what evidence would we need?"
- The minimum chain. Every action meets five bounds at once, and the verdict names which one decided. This is how a leader traces any decision to a cause.
- Held, refused and withheld. Held actions wait for a named person, so staffing the review queue is a leadership decision. Withheld actions are blocked at the platform floor for every agent, and that is a feature to explain to the board, not a gap.
- Certificates lapse. An agent's certificate lasts 90 days, and a run that clears no depth drops it to depth 1 the same day. Leaders need to know that capacity can fall overnight and who is watching.
How long should it take?
Half a day of the leader's time, split across two sittings. The first is the briefing itself. The second is a working session on one real agent the business plans to run, where the leader sets its depth ceiling, names its approvers and lists its red lines.
The useful test is not a quiz on terminology. It is whether the leader can read one filed verdict and say what decided it. A short, timed check, of the kind described in what a time-boxed exam is, keeps the session honest without turning it into a course. Managers below them need more depth first, which is covered in what managers should learn before their team.
What does a good executive session look like?
Take a regional lender preparing to let an agent draft affordability summaries. In the first sitting, the chief operating officer and chief risk officer learn the four ideas above, using the lender's own loan files as examples. In the second, they open a sample record: an application the agent held because the declared income did not match the signed payslip.
By the end, they have agreed that the agent stays at depth 2 for affordability, that credit decisions stay with named underwriters, and that the head of credit owns the review of every lapsed certificate. That is a decision the board can minute. The pattern is similar in the public sector; see why the public sector will not scale agents without trained reviewers.
What should leaders leave to others?
- Writing or editing the agent's brief and sources.
- Reviewing individual held items.
- Running certification and reading every score.
- Day-to-day usage and billing.
They should know these happen and who owns them. The full sequence of who to train first is in training teams for AI agents.
Where the Academy fits
The Foundations track of Pryme Intelligence Academy is written for owners, executives and buyers. It takes about four hours across six modules, from why agents must be governed to ownership, data and trust, and its test is set in the leader's own industry and role. It earns the Foundations badge, which is free and does not expire.
Questions people ask
Should the chief executive take the briefing personally?
Yes, if the business plans agents that act at depth 3 or above. The chief executive will answer for those decisions, and delegating the understanding usually means delegating the accountability by accident.
How do you keep leaders current once they are briefed?
Send them one page whenever an agent changes depth or a certificate lapses on an important capability. A quarterly review of the record, with two or three real verdicts, does more than a refresher course.
What if a leader wants hands-on experience?
Let them run one lab end to end in a sandbox. Seeing an agent hold an action and wait for them is often the moment the governance model makes sense.