Lender boards should start where the risk sits: the credit decision. Directors need tested literacy on how far agents may act in underwriting, disbursement and collections, how certification earns and removes that authority, what the record shows about any decision, and who answers for declines and forbearance. That is a few hours for directors and a full certification for approvers.
Why is the credit decision the board's first concern?
Credit decisions about individuals carry legal weight in most markets. Annex III of the EU AI Act lists creditworthiness assessment and credit scoring of natural persons as high-risk, which brings human oversight and deployer obligations. In the US, ECOA and Regulation B require specific reasons when credit is denied, including when a model is used. Elsewhere, conduct regulators expect fair treatment and sound affordability checks.
An agent that drafts a decline, and the person who approves it, must be able to state reasons that are true to the decision. A board that does not understand how the agent reached its draft cannot judge whether that is happening.
What do directors need to understand?
- Depth (per agent), and the depth each action needs. 1 read, 2 draft, 3 routine work within bounds, 4 money or hard-to-undo actions such as disbursement, 5 coordinating other agents. A lending agent needs different depths for reading bureau data, drafting a decision and paying out.
- Earned authority. Depth comes from certification on the lender's own applications, within the ceiling its role allows. The lower of the two wins.
- Expiry. Certificates lapse after 90 days; a lapse, or a run that clears no depth, drops the agent to depth 1 the same day. Approval queues can grow overnight.
- The record. Every verdict is filed append-only, so any decision can be reconstructed with its facts, their sources and the approver.
- Provenance. A bank statement pulled from a connected source outranks an uploaded PDF; an income claim on the form is declared, not verified.
Which lending decisions stay with people?
| Decision | Agent | Stays with a person |
|---|---|---|
| Gathering bureau and statement data | Reads at depth 1 | Judging unusual items |
| Affordability assessment | Drafts at depth 2 | Accepting it |
| Approval within credit policy | Drafts and holds | A certified underwriter's sign-off |
| Disbursement | Prepares and holds at depth 4, if certified | Releasing it |
| Decline with reasons | Drafts specific reasons | Confirming and sending them |
| Forbearance or write-off | Summarises the account | Deciding |
How does credit policy become an agent bound?
Every action meets five bounds: role scope, certificate, sources, the lender's own limits and the platform guardrails. The board's credit policy and risk appetite live in the lender's own limits. If policy says no unsecured loan above a set amount without a senior underwriter, the agent may only draft anything above it, and that named person decides.
Directors should ask management to show where each policy limit is enforced at the moment of action, and which are still written down only. Gaps between the two are where losses come from.
What should the board know about collections?
Collections is where lenders meet customers in difficulty. Agents can draft reminders and propose payment plans within bounds, but signs of vulnerability must route to a person, and tone matters. The board should see how the agent's collections bounds were set and who approved the templates.
Before going further, run a readiness assessment in the lender and plan to roll out AI agent training across the lender. Executives leading the deployment benefit from being examined by independent assessors, as in a board review; Pryme Intelligence Academy's Architect track works that way. A bank board and a fintech board face related questions. See the full model in AI literacy and certification for people who work with agents.
Questions people ask
Can an agent approve a loan by itself?
Only within bounds the lender has set, and at a depth the agent is certified to. A prudent lender keeps approvals above a modest limit with a certified underwriter.
Who is accountable for a wrongly declined applicant?
The lender and the person who approved the decline. The record shows the facts used and the reasons given, which is what a complaint or regulator will examine.
How should funders' questions be handled?
Funders and warehouse providers may ask how credit decisions are governed. A short pack showing each agent's depth, certified approvers and a reconstructed decision answers most of it.