Fewer files, harder files. The agent assembles each customer file, runs the routine checks and clears what it is certified to clear. What reaches you is the residue: partial screening matches, documents that do not agree, risk ratings near a threshold. You decide each one, record why, and tell the agent's owner when its reasoning went wrong.
How is a reviewer's day organised?
Most retail banking teams run the work in three blocks. The first hour goes on the held queue from overnight onboarding, oldest and highest risk first. The middle of the day is mixed: new holds as they arrive, plus requests for more information that customers have answered. The last block is quality work, sampling files the agent cleared on its own and writing up patterns.
That last block is the part KYC analysts tend not to expect. You are not only deciding customers. You are checking that the agent's own clearances stay sound, because a weak clearance never reaches your queue by itself.
What does the agent do before a file reaches you?
| Step | What the agent does | Depth | What stays with you |
|---|---|---|---|
| Collect identity data and documents | Reads the application and the issuer's verification result | 1 | Nothing, unless the sources disagree |
| Run name screening | Reads results and proposes match or no match | 1 to 2 | Every partial or uncertain match |
| Request missing documents | Drafts the request to the customer | 2 | Approving the wording for unusual cases |
| Clear a low-risk file with clean checks | Approves within bounds, if certified | 3 | Weekly sampling of its clearances |
| Approve a high-risk or enhanced due diligence customer | Holds for a named person | Held | The decision and the reason |
The agent's depth is earned per agent on the bank's own past cases, and it lapses if the agent's certificate is not renewed. A failed run drops it back to reading only, the same day. You will see that happen, and the queue gets longer when it does.
What does a hard case look like?
Take a reviewer we will call Tomasz at a retail bank. The agent holds an application with a partial match on a screening list: same name, similar year of birth. The agent proposes "no match" because the dates of birth differ by two years.
Tomasz checks the stamps. The applicant's date of birth is declared, typed into the form, and the identity document check is still pending. A declared fact cannot rule out a match on its own. He keeps the file held, approves the agent's drafted request for the document, and adds a note: screening decisions must wait for a verified date of birth. Two days later the document arrives, the dates are confirmed, and he clears it with the reason recorded.
What is written into the record?
Each verdict goes into an append-only record: what the agent proposed, which facts it used and their provenance, what you decided, and why. Under the FATF Recommendations, customer due diligence rests on a risk-based approach, and the record is how the bank shows that its approach was followed for this customer.
For you, the record is also your track record. Reviewers are measured on correct decisions and missed red lines. One missed red line, such as clearing a true match, outweighs many fast clearances.
What from KYC work transfers, and what does not?
Nearly all your judgement transfers: reading identity documents, weighing adverse media, knowing which mismatches matter and which are clerical. So does your discipline of writing a reason a regulator could follow.
What changes is the object of your attention. You will learn to read an agent's proposed action, see which of five bounds stopped it, and spot when its sources were weak even though its answer was right. The guide to AI agent jobs and careers covers the wider set of roles. For a sense of how close neighbours differ, compare the reviewer job for a former compliance analyst, which leans towards policy, and the practical route in how to move from KYC analyst to AI agent reviewer.
Where the Academy fits
The Operator track at Pryme Intelligence Academy covers how a governed agent decides, human review and handling failures, with module tests set in your own industry and role. Certified Pryme Operator adds a two-week practicum of review decisions marked against a standard and signed off by a Pryme assessor. Employers can check the certificate at source through VerifyDoc.ai, by number or QR code.
Questions people ask
Will the agent replace KYC analysts?
It takes over the assembly and the clean files. Judgement on uncertain matches and high-risk customers stays with people, and someone has to check the agent's own clearances. The work shifts rather than disappears, though team sizes can change.
Do I need to understand how the model works?
No. You need to understand what the agent may do, what it relied on and where it is bounded. That is closer to reading a procedure than to understanding software.
Is this a step up or sideways?
Usually sideways at first, with a clear route up into AI operations analyst work. The path to becoming an AI operations analyst as a former KYC analyst sets out that next step.