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AI literacy and certification·Article

The case for certifying loan officers before AI agents go live

Why loan officers should hold a current certificate before AI agents prepare applications and affordability checks they must explain to borrowers.

A loan officer is the person a borrower sees, and the one who must explain a decision the agent helped shape. That is the case for certifying loan officers before agents go live: they will present affordability checks, conditions and declines they did not assemble, and must stand behind each one in front of the customer.

What does a loan officer do that an agent cannot?

Loan officers sit between the borrower and the credit decision. They take the application, gather documents, talk through what the borrower can afford, explain the product and its costs, and relay the decision. In many lenders they have authority to approve smaller loans within policy, and they refer larger or unusual ones to underwriting.

A governed agent takes on the preparation. At depth 1 it reads the application, bank statements and bureau data. At depth 2 it drafts the affordability assessment, checks the application for gaps and prepares the offer or referral. It does not approve a loan, and it does not decline one. The officer, or underwriting above them, does.

What the agent cannot do is sit across from the borrower. When the affordability figure looks wrong to the customer, or they ask why a condition was added, the officer must answer. If the officer does not understand how the agent got there, the honest answer is "the system says so", and that is not an answer a borrower should ever get.

Why must the officer understand the agent's affordability work?

Affordability is built from income and outgoings. Some of those figures are sealed or signed: transactions in the lender's own records, or statements from another bank that an identifiable party answers for. Others are declared by the borrower on the form. The agent records which is which, but the affordability figure at the top looks equally confident either way.

A certified officer checks the mix. If disposable income rests on a declared second job with no evidence behind it, they know to ask. If the agent excluded a regular payment it classified as one-off, they check whether it really is. That is not distrust of the agent. It is the officer doing the part of the job that requires someone who can talk to the borrower.

For lending to individuals, the stakes are formal too. The EU AI Act lists creditworthiness assessment and credit scoring of natural persons as high-risk in Annex III, and Article 14 expects effective human oversight. In the US, ECOA and Regulation B require specific reasons when credit is denied, including when a model is used. An officer who relays a decline has to be able to give reasons that are true for this borrower.

Which decisions stay with the loan officer?

  • Approving a loan within their authority. The agent prepares; the officer decides.
  • Referring to underwriting. Including when the agent's draft says the case is within policy but the officer has concerns.
  • Explaining a decline. With reasons specific to the applicant.
  • Responding to signs of vulnerability or pressure. A borrower under financial strain or being pushed by someone else needs a person.
  • Agreeing to any exception from policy. The agent will refuse to propose terms outside it; exceptions route up, never around.

Whether a certificate should be required for the first of these is set out in whether loan officers need a certificate to approve agent actions. A lender can adopt the practice of linking approval authority to a current certificate.

What should certification prove for loan officers?

That the officer can trace each figure in an affordability assessment to its source and provenance class; that they recognise when the agent's draft has a gap; that they can explain a decision and its reasons in plain words; and that they know which of the agent's verdicts are holds asking for their judgement and which are refusals marking the edge of policy.

A practicum of real decisions, observed by an assessor, shows this in practice. The practicum log template for loan officers is built to capture the borrower conversation as well as the approval, because for this role the explanation is part of the decision.

What is the trade-off?

Loan officers are often measured on volume and speed, and an agent that prepares applications is bought to increase both. Certification before go-live slows the start, and officers who are paid partly on completions may resist anything that takes them off the desk.

There is a sensible sequence. Let the agent prepare applications at depth 2 from the first day, with officers checking each draft before they meet the borrower. That already saves time, and it gives officers practice on real cases. Certify in groups during that period. Tie the right to approve agent-prepared loans to the certificate once it is in place.

The alternative is officers relaying decisions they do not understand. The record will show their name on each approval, and the question of whether loan officers are accountable for an agent's mistakes will turn on whether they were equipped to catch them.

How does this connect to underwriting and credit analysis?

Loan officers are the front of a chain. Larger or riskier cases go to underwriters, and in business lending to credit analysts who build the full credit case. If the officer refers well, the specialists receive clean files. If the officer passes on an agent's draft unchecked, the specialists inherit its gaps.

What should a head of lending do now?

Make certification a condition of approving agent-prepared loans. Train officers on reading affordability provenance using the lender's own application mix. Rehearse declines: each officer should be able to explain one in plain words without referring to the system. Keep certificates and practicum logs where a supervisor can see them. The guide to AI literacy and certification for people who work with agents sets out how the levels fit together.

Where the Academy fits

Loan officers take Pryme Intelligence Academy's Operator track, with module tests set in lending and in their own role. The certificate combines a written exam with a two-week practicum of real review decisions, signed off by a Pryme assessor, and is valid for 12 months. Lenders can check each officer's certificate at source, where a lapsed one shows as lapsed.

Questions people ask

Can an agent tell a borrower they have been declined?

It can draft the letter, but in most lenders a person reviews and sends any decline, so the reasons are checked and the borrower has someone to talk to.

Do mortgage advisers need the same certificate as loan officers?

If they review agent-prepared affordability and recommend products, they need the same review skills. Their advice obligations are separate and are not replaced by any certificate about agents.

What if the borrower disputes a figure the agent used?

The officer checks the figure's source, corrects it if it was wrong, and records the correction so the agent's next draft improves. If the borrower's figure is declared and unsupported, the officer asks for evidence.

Train the people who run your agents.

Pryme Intelligence Academy: free courses on the real product, audio lessons, labs in a free workspace, and certificates anyone can check on VerifyDoc.ai. Teams get seats, an admin view and a free readiness assessment.