Credit analysts should learn to read an agent’s credit work as they would a junior analyst’s, with one added skill: judging every figure by where it came from. Before go-live, they need to know how far the agent may act, which decisions are always held for them, how provenance changes a number’s weight, and how to review a credit memo.
What will the agent do in credit analysis?
Most of the preparation.
| Credit task | Depth | The analyst’s part |
|---|---|---|
| Reading financial statements, bureau reports, account history and policy | 1, read | None |
| Spreading financials, calculating ratios, drafting the credit memo | 2, draft | Checks, adjusts, owns the view |
| Running routine annual reviews with no material change, within policy | 3, within bounds | Samples, reviews exceptions |
| Recommending approval, decline, limit or pricing | Held | Analyst or credit committee decides |
Depth is earned on evidence from the lender’s own past files. Certificates lapse after 90 days, and a run that clears no depth drops the agent to depth 1 the same day, which returns annual reviews to analysts at short notice.
Why does provenance matter so much in credit?
Because the same number means different things depending on its source. Every fact reaching a governed agent carries one of four classes:
- Sealed: from the lender’s own systems, such as account conduct or existing exposure.
- Signed: a named party answers for it, such as audited accounts or a bureau report.
- Declared: stated by the applicant, such as management accounts, forecasts or stated income.
- External: from outside, such as a web listing of a property or a news article.
A spread built from audited accounts and one built from unaudited management figures can produce identical ratios. The analyst must see the difference. An agent’s memo that says “debt service cover of 1.6 times” is incomplete until the analyst knows whether that rests on signed or declared figures.
What does the decision chain mean for a credit file?
Every action the agent attempts meets five bounds at once: its role scope, its certificate, its sources, the lender’s own limits (credit policy, exposure caps, sector restrictions) and the platform guardrails. The lowest wins, and the verdict names which bound decided. When a review is held, the analyst can see whether it was held for a policy breach, a missing source, or because the case is outside the agent’s role.
Which rules make credit decisions especially sensitive?
Credit decisions about individuals attract specific rules. Under the EU AI Act, creditworthiness assessment and credit scoring of natural persons are listed as high-risk, which brings human oversight and record-keeping duties. In the US, ECOA and Regulation B require specific reasons when credit is denied, including where a model is used. Data protection law gives people rights where significant decisions are made solely by automated means. Model risk is supervised in most banking markets.
For an analyst, the practical point is simple: the decision and its reasons must be theirs, and the record must show what they relied on.
How should an analyst review a drafted credit memo?
Four steps:
- Check the spread against source documents for the figures that drive the decision.
- Mark the provenance of each key figure and adjust weight accordingly.
- Test the story. Does the memo explain the business, the risks and the mitigants, or just restate numbers?
- Write your own recommendation, in your words, with the reasons a customer or regulator would need.
Record corrections. If the agent repeatedly misreads a type of statement, its brief or sources need fixing before the next certification.
What does a working week look like?
Take a credit analyst in a retail bank’s small business team. On Monday, eight new applications have drafted spreads and memos. The analyst spends ten minutes on each simple case rather than an hour, and most of the day on two complex ones: a borrower whose declared revenue does not match account turnover, and a renewal where a covenant was breached. Mid-week, they sample annual reviews completed at depth 3 and send one back where the agent missed a new connected exposure.
How do other roles and markets compare?
Credit controllers and fraud analysts share some of these skills; see what credit controllers should learn first and what fraud analysts should learn first. Market rules differ: compare credit analyst training in Australian retail banking with Nigerian retail banking. Why analysts are the safeguard is argued in why credit analysts are the real control. The overview is in AI agent skills by role.
Where the Academy fits
Credit analysts who review agent work fit the Operator track of Pryme Intelligence Academy, with module tests set in their own industry and role. Analysts who go on to design or certify credit agents can take the Builder track, whose capstone is an agent certified in Attest to depth 2 or higher.
Questions people ask
Will agents make credit decisions?
They prepare them. Decisions, especially declines and anything outside policy, stay with analysts or committees.
Can an agent explain a decline to a customer?
It can draft the letter with reasons. An analyst checks that the reasons are accurate and specific before it goes.
What if the agent’s spread differs from mine?
Find out why. Often the difference is a classification choice; settle it and record the rule so the agent follows it next time.