Speed and control pull against each other in fraud work, and the approver authority matrix settles the tension one action at a time. It states which fraud actions an AI agent may complete, which it holds, and who approves each held action up to what value: card releases, refunds, freezes, recalls and scam reimbursements.
Why does fraud need speed and tight limits at once?
Fraud is the one area where waiting has a cost on both sides. Leave a genuine customer's card blocked for hours and they cannot buy food. Release a card too quickly and the fraudster spends the balance. Agents help because they can act in seconds, but only where the action is low-risk and easy to reverse.
That points to a simple structure. Actions that are reversible and confirmed by the customer through a secure channel, such as releasing a card block on a low-risk alert, can run at depth 3. Actions that move money or are hard to undo, such as refunds and reimbursements, are depth 4 and held. Actions with serious effect on the customer, such as freezing an account, are drafted for a person. And actions arriving through untrusted channels are refused. The matrix sets each row, using the logic of any authority matrix.
How do you fill it in?
- List the fraud actions your team takes, from fastest to most serious.
- Set the agent's depth and its own limit, if any.
- Name the approver for held actions and their limit.
- Set the second approver threshold.
- Write the confirmation the action needs, such as a secure-channel response from the customer.
- Record the certificate approvers must hold, if approval rights depend on certification.
The template
| Fraud action | Agent depth | Agent limit | Approver | Approver limit | Second approver above | Confirmation needed | Certificate |
|---|---|---|---|---|---|---|---|
| Release card block | |||||||
| Reissue card | |||||||
| Refund confirmed fraud transactions | |||||||
| Freeze account | |||||||
| Raise chargeback | |||||||
| Request payment recall | |||||||
| Reimburse scam victim | |||||||
| Close fraud case |
A worked example
A hypothetical card issuer's fraud team: twenty analysts, five seniors and a fraud manager. Values are illustrative.
| Action | Agent depth | Agent limit | Approver | Limit | Second above | Confirmation | Certificate |
|---|---|---|---|---|---|---|---|
| Release card block | 3 | Low-risk alert types | Analyst | All types | None | Customer confirms in app | Operator |
| Reissue card | 3 | Standard reissue | Analyst | All | None | Customer confirms address in app | Foundations |
| Refund fraud transactions | 4, held | n/a | Analyst | 1,000 | 1,000, senior | Customer declaration and transaction evidence | Operator |
| Freeze account | 2 | n/a | Senior | All | Over 7 days, manager | None | Operator |
| Raise chargeback | 2 | n/a | Analyst | All | None | Evidence pack | Operator |
| Payment recall | 2 | n/a | Senior | All | None | Customer report | Operator |
| Scam reimbursement | 4, held | n/a | Senior | 5,000 | Always, manager | Scam assessment | Operator |
| Close case | 2 | n/a | Analyst | Resolved cases | Disputed, senior | Customer informed | Operator |
Card release at depth 3 is safe only because confirmation comes through the bank's own app, a channel the customer authenticated to. If the same "yes, those were mine" came by email or in a phone call from an unknown number, it would be external data and could not trigger a release.
Scam reimbursement always takes two people. Deciding whether a customer was deceived, and whether they should be reimbursed, is a judgement about what happened and what is fair. The agent assembles the timeline from the bank's sealed records and the customer's declared account. The senior and manager decide.
If the card-release certificate lapses after 90 days, every release becomes a held item for analysts, and wait times rise until it is recertified. Plan for it.
Fraud refunds overlap with support work, covered in the approver authority matrix for the support team, and with lending where fraudulent applications are found, in the approver authority matrix for the lending team. Detailed limits belong in the approver rule for the fraud team.
Where the Academy fits
Pryme Intelligence Academy's Operator track prepares analysts to decide held fraud actions on the real product, with module tests set in their own industry and role. Its practicum allows no missed red line, which suits a team where a wrong release costs more than a slow one. Its certificate is checkable at source through VerifyDoc.ai.
Questions people ask
Can an analyst approve a refund they investigated?
Within their limit, yes, as long as the evidence supports it. Above the limit a senior approves, which adds a second view. The skills each role needs are in AI agent skills by role.
Should the agent freeze accounts automatically?
Not in this model. A freeze has serious effect on the customer, so the agent drafts the recommendation and a senior decides. Card blocks are a lighter, reversible alternative the agent may use.
What makes a release channel trustworthy?
The customer authenticated to it, and the bank controls it. Messages that arrive by email, text or unknown phone numbers are external and should never trigger a release.