Customer service team leads and the head of fraud and payments. In an online retailer, agents usually start by answering customers and handling refunds, so the people who approve held refunds, address changes and order releases need training first. Trading and finance leads come next, as agents spread into promotions and supplier payments. The board needs a short briefing alongside.
Why customer service and fraud together?
Because the first agent sits between them. A customer service agent that can change delivery addresses, cancel orders and issue refunds is also an agent that a fraudster will try to use. The service team leads see held actions in the queue; the fraud lead decides which signals make an action held in the first place. Train one without the other and you either annoy honest customers or help dishonest ones.
Who is in each wave?
- Wave one: customer service team leads. Reviewer track with a practicum on the retailer's own past contacts, refunds and cancellations.
- Wave one: head of fraud and payments. Reviewer track focused on account takeover, refund abuse and chargebacks, plus how to set the retailer's own limits.
- Wave one: head of e-commerce or operations. Common grounding on depth, limits and the record; owns the agent.
- Wave two: trading and merchandising leads. Reviewer track before agents draft promotions or price changes.
- Wave two: finance. Reviewer track before agents prepare supplier payments.
- Wave three: customer service advisers. Common grounding and practice taking over conversations from the agent.
The board's needs are short but real; see what AI agent training an online retailer board needs.
What may the agent do, and what stays with people?
| Action | The agent | Depth | Stays with a person |
|---|---|---|---|
| Order status and tracking | Answers | 3 | Nothing, unless the customer complains |
| Delivery address change | Changes before dispatch | 3, held on risk signals | Changes on accounts with recent security changes |
| Refunds | Issues within the retailer's limit | 3 | Refunds above the limit or for repeat returners |
| Cancellations | Cancels before dispatch | 3 | Cancellations of high-value or pre-order items |
| Account closure | None | Not delegated | Every closure |
An example: an address change that was an account takeover
Take a consumer electronics retailer. A customer asks in chat to send an order for a laptop to a different address. Changing an address before dispatch is routine, and the agent is certified at depth 3 for it. But the account's email and password changed an hour earlier, and the retailer's fraud lead has set any address change after a recent security change as a hold. The agent drafts the change and holds it.
A trained team lead reads the hold reason, contacts the customer through the original email on file, and finds the account was taken over. An untrained team lead sees a polite customer and a routine request and approves. The laptop goes to the fraudster and the real customer files a chargeback. The fraud lead set the rule; the team lead had to understand it. That is why both are in wave one.
How does the retailer show wave one is ready?
A written test and a supervised period of real held decisions with no missed red line, signed off by someone outside the team. A retailer can make approval rights at each depth depend on a current certificate. Agent certificates lapse after 90 days and a run that clears no depth drops an agent to depth 1 the same day, so team leads must be able to run refunds and address changes by hand, especially during peak trading.
Time it well. Certify wave one well before the busiest trading period, and do not raise any agent's depth during it.
Start with a readiness assessment in an online retailer, then roll the training out across the retailer using the AI agent training plan template for online retailers. A university faces a similar split between a service front door and the specialists behind it. The full approach is in training teams for AI agents.
Pryme Intelligence Academy's admin view shows each person's progress, results, certificates and expiry dates, which helps confirm cover for every shift before peak.
Questions people ask
Should the warehouse team be trained in wave one?
Only if an agent changes their work directly, such as reprioritising picks. Otherwise brief them on what the service agent can and cannot change about an order.
Do outsourced service teams count?
Yes. If they approve held actions on your customers' orders, their team leads need the same training and certificates you can check.
How do we handle marketplace sellers?
Sellers act on their own listings and orders. Train your seller support team to explain what your agent does when it holds or refuses a seller's request.