Yes, but not the same training for everyone. Everyone who works alongside agents needs basic literacy before the agents arrive. The people who will approve an agent's held actions need deeper, tested training before the agent is allowed to act alone. An agent that only reads and drafts can start while that training is under way.
Why does training come before agents act alone?
When an agent drafts and a person sends, the person is checking every item, and mistakes are caught one by one. When an agent acts alone at depth 3 or higher, nobody checks each item. Safety then rests on three things: the agent's certification, the limits the business has set, and people who can sample, notice drift and respond when the agent fails. The third only works if those people are trained.
There is a regulatory angle in some markets. In the EU, Article 4 of the AI Act requires providers and deployers to take measures to ensure a sufficient level of AI literacy among staff dealing with AI systems.
Who needs what?
| Who | What they need | Before day one? |
|---|---|---|
| Everyone working near agents | What agents do, what they cannot do, how to raise a concern | Yes |
| Reviewers of held actions | How a governed agent decides, reading drafts and provenance, writing reasons, red lines | Yes, before depth 3 |
| Managers of agent-run processes | Setting limits, reading the workspace, running review and sampling | Yes, before their team |
| People who design and certify agents | Building briefs, case selection, running certification | Before the first certification |
| Executives and owners | Accountability, depth and what they are paying for | Yes, at a basic level |
What must people be able to do on day one?
On the day an agent goes live, the people around it should be able to:
- Say what the agent is allowed to do and at what depth.
- Read a held item: the sources used, the provenance of each fact, and the bound that held it.
- Approve, change or decline, and write a reason a colleague could follow.
- Recognise a red line and stop.
- Know what happens if the agent drops to depth 1, and who picks up the work.
- Explain to a customer that an agent was involved and how to reach a person.
If they cannot, the agent should stay at depth 2.
What does it look like in practice?
Take a payment company about to deploy an agent for exception handling. Three weeks before go-live, it runs a readiness assessment. The results show the team understands what the agent does but scores poorly on provenance and red lines; most could not say whether an emailed bank detail change can authorise a payment. The company delays depth 3 by a month, trains the team on those gaps and starts the agent at depth 2 in the meantime. The method is set out in how to run an AI agent readiness assessment in a payment company, with a logistics version in how to run an AI agent readiness assessment in a logistics company.
Which controls back up the training?
- A record of who is trained, to what level, and when it lapses.
- A rule that only trained people approve held actions; a business may choose to make approval rights depend on a current certificate.
- Agents capped at depth 2 until trained reviewers are in place.
- Sampling to confirm trained people behave as trained.
Deciding who owns all of this inside the company matters as much as the content, a question covered in who should run AI agent training inside a company. Some roles are new altogether, as described in what new jobs appear when a company deploys AI agents. The underlying argument is made in train the reviewers before you buy the agent.
Where the Academy fits
Pryme Intelligence Academy maps onto these needs directly. Foundations, about four hours and free, covers everyone. The Operator track is for reviewers and team leads. Builder covers people who design and certify agents, and Architect covers leaders of regulated, multi-agent deployments. Seats come with paid Pryme Intelligence plans, and an admin view shows progress and expiry dates. The topic guide on training teams for AI agents covers who to train first.
Questions people ask
Can a company deploy agents and train later?
Only at read and draft depth, where a person checks every item. Acting alone should wait for trained reviewers.
How long does training take?
Basic literacy takes a few hours. Reviewer certification takes longer, including time on a live queue. Plan the deployment around it.
Do contractors and temporary staff need training?
If they review or act on agent work, yes, to the same standard as permanent staff.