PrymeIntelligence

AI literacy and certification·Playbook

How to keep loan officers ready for an AI agent’s 90-day recertification

Keep loan officers ready for an AI agent's 90-day recertification: brief changes to document requests, offer drafts and disbursement holds before customers see them.

Loan officers face customers, so they need each change before a customer notices it. Every 90 days the lending agent is recertified on your own applications, and what it requests, drafts and holds can move. Give officers a change note written for the customer conversation, two or three practice applications, and a clear rule for disbursements the agent holds.

What changes for loan officers at each cycle?

A lending agent supports the officer through the application. It reads the application and supporting documents at depth 1. It sends routine document requests and books follow-up calls at depth 3. It runs the affordability calculation and drafts the offer letter at depth 2. Disbursing funds is a depth 4 action, held until a named person confirms that every condition is met. The lending decision itself stays with the officer or the credit team at every depth.

Recertification replays the agent on recent applications. For loan officers, three kinds of change matter. The document checklist can change, so customers get different requests. The offer letter template or the conditions the agent drafts can change. And the conditions checked before a disbursement is released can tighten, so more disbursements are held.

Take, for example, a small business lender whose replay found the agent releasing a disbursement before a signed personal guarantee was on file. After recertification, every disbursement on a loan with a guarantee condition is held until a person confirms the signed document. Officers who promised a customer funds by Friday now need to chase the guarantee first, and should say so on the first call rather than the last.

Product changes often drive these. A new rate, term or fee enters the product library, and the agent's drafts follow only once the agent is recertified on it. A plain explanation of the mechanism is in what recertification is.

Who owns readiness?

The lending team manager owns officer readiness. The builder owns recertification. The product owner owns the product library and its timing. Credit risk owns the business's own limits, such as which disbursement values need a second approver.

Steps for each 90-day cycle

  1. Person (product owner): share upcoming product changes so the builder can recertify on them.
  2. Agent, depth 1: report the cycle. Applications processed, document requests sent, offers drafted and edited, disbursements held and released, refusals, with the deciding bound for each.
  3. Person (senior officer): review a sample of offer letters and released disbursements.
  4. Person (builder): recertify on recent applications and any new product terms.
  5. Person (manager and builder): write the change note in customer language: what customers will now be asked for, what offers will look like, which disbursements will be held and for what.
  6. Agent, depth 2: draft practice applications, checked by the senior officer.
  7. Person (manager): brief officers; each walks through the practice application as if speaking to the customer.
  8. Person (senior officer): review held disbursements in the first fortnight.
Step The agent does Depth Stays with a person
Application read Reads application and documents 1 Judging gaps
Document requests Sends from the checklist 3 Unusual requests
Affordability Calculates and drafts 2 Accepting the result
Offer letter Drafts 2 Issuing
Lending decision Nothing none Officer or credit team
Disbursement Checks conditions and holds 4, held Release

What should loan officers practise?

Explaining a change. If customers now need an extra document, officers should be able to say why in one sentence.

Reading the affordability draft. Income stated by the customer is declared. Income confirmed from bank data or a payslip issuer is stronger. Officers should know which figure drives the result.

Held disbursements. The deciding bound says what is missing: a signed condition, an insurance certificate. Release only when the gap is closed.

Declines. Where a loan is declined, the reasons must be specific and true. In the US, ECOA and Regulation B require specific reasons when credit is denied, including when a model is used. The agent can draft wording from the officer's decision; the officer confirms it reflects the real reasons.

Pryme Intelligence Academy's Operator track, with module tests set in the learner's own industry and role, is one way to give officers who release held disbursements a checkable certificate.

Controls and the evidence they leave

  • Offer and disbursement sample. Evidence: the sample and any corrections.
  • Customer-language change note. Evidence: the dated note.
  • Officer briefing. Evidence: attendance and practice walk-throughs.
  • Named release of held disbursements. Evidence: approvals in the append-only record.
  • Practicum for new officers. Evidence: the practicum log template for loan officers.

What to measure

Time from application to offer, before and after the cycle. The number of document requests customers had to answer twice. Held disbursements and their waiting time. And customer complaints that mention requests or offers. A rise in repeat document requests usually means the checklist changed and officers were not told.

Where does readiness slip?

The product changes and the agent does not. A new rate enters the library mid-cycle, the agent's drafts are held on that product, and officers think it is broken. Align product changes with the cycle.

Officers release disbursements under pressure from customers. The hold is there because a condition is not met. Customer pressure is not a condition.

Officers rely on the agent's draft decline reasons. The reasons belong to the officer, as are loan officers accountable for an AI agent's mistakes explains. Compliance runs a parallel cycle; see keeping compliance officers ready and keeping procurement officers ready, and the guide to AI literacy and certification for people who work with agents.

Questions people ask

Should customers know the agent drafted their offer?

They should know an agent is involved in handling their application and that a person makes the decision. Agree the wording with compliance.

Can the agent change a condition on an offer?

No. Conditions come from the officer's decision and the product rules. The agent drafts them; it does not negotiate them.

What if a disbursement is held at the end of the day?

It waits for a certified person. If that happens often, the rota needs another approver on late shifts.

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.