Most credit control corrections trace back to three gaps: the agent missed a dispute, matched cash to the wrong invoice, or did not know a customer's special terms. Teach controllers to bank each correction with that cause and the evidence: the email, remittance or contract clause. The agent owner fixes the source or brief and re-certifies on the corrected case.
What is a banked correction in credit control?
A credit control agent reads the sales ledger, ages debt, drafts reminders, sends scheduled chasers, logs promises to pay and matches incoming cash. Controllers review its work and correct it: a chaser sent on an invoice the customer disputed last week, a payment allocated to the wrong invoice, a reminder sent to a customer whose contract gives them ninety days. A banked correction records why, so the agent's owner can stop it happening again.
The model is not retrained. Fixes come from changes to the agent's sources, brief and bounds, tested by replaying corrected cases before re-certification. Our guide to AI agent skills by role covers this as a core skill, and how credit controllers review an AI agent's decisions covers the review.
The credit manager owns the practice. The agent owner acts on banked corrections.
What are the steps?
- Agent, depth 2 or 3: drafts or sends a chaser, logs a promise, matches cash.
- Controller: corrects. Stops the chase, reallocates the cash, fixes the record.
- Controller: banks the correction. Cause, short note, and the evidence: the dispute email, the remittance advice, the contract clause.
- Agent, depth 1: groups corrections weekly by cause and customer.
- Credit manager and agent owner: review the groups and decide fixes.
- Builder: makes changes, adds cases to certification, re-certifies.
- Agent owner: tells controllers what changed.
| Step | The agent does | Depth | Stays with a person |
|---|---|---|---|
| Chase or match | Drafts, sends, matches | 2 or 3 | Nothing yet |
| Correct | Nothing | none | Controller |
| Bank | Records cause and evidence | none | Controller |
| Group | By cause and customer | 1 | Nothing |
| Decide fix | Nothing | none | Manager and owner |
| Fix and certify | Replays cases | 1 | Builder |
| Tell controllers | Nothing | none | Agent owner |
Which causes fit credit control?
- Dispute missed. The customer raised a dispute the agent did not recognise, often in an email that did not use the word. Fix: brief, with examples of how disputes are phrased.
- Cash misallocated. A payment matched to the wrong invoice. Fix: matching rule, or how remittance advice is read.
- Customer terms missing. Special payment terms, purchase order requirements or a named contact not in the agent's sources. Fix: add them to the customer record the agent reads.
- Promise misrecorded. Wrong date or amount. Fix: brief.
- Tone wrong for the account. Too firm with a long-standing customer, or too soft with a persistent late payer. Fix: template choice rule.
- Should have held. The agent sent something to a key account that the account manager should have seen first. Fix: house rule.
"Customer terms missing" is the cause most specific to credit control, and the most fixable. Large customers often have terms that differ from standard: longer payment periods, invoices that must quote a purchase order, a portal where invoices must be uploaded before they count as received. These usually live in contracts or in an account manager's memory. Every banked correction of this kind is a prompt to put those terms into the customer record as a signed or sealed source.
Disputes are the other big one. A customer email saying "we have not received the goods on this one" is a dispute, even without the word. The controller's banked note should quote the phrasing, because that is what the owner needs to teach the agent to recognise it.
Which controls make the practice work, and what evidence do they leave?
Evidence attached. Evidence: the email, remittance or clause on each banked correction.
Customer terms moved into sources. Evidence: updates to customer records linked to banked corrections.
Corrected cases join certification. Evidence: references in the certification set.
Owner decisions logged. Evidence: decisions on each group.
What should you measure?
- Chasers sent on disputed invoices, which should fall to none.
- Cash misallocations, by customer and payment method.
- Corrections for missing terms, which should drop as records are filled.
- Days sales outstanding, as the outcome credit control is for.
Where does it usually go wrong?
Controllers fix the ledger, not the cause. They reallocate cash and move on. Make banking part of the reallocation, so the ledger fix and the banked cause are recorded together.
Terms stay in people's heads. Account managers know the terms but are never asked. Bank the correction and send the request. Where a customer's terms come only from an account manager's email, mark them as declared until someone checks the contract; the agent should not rely on an unchecked promise to stop chasing a large balance.
The agent is made too cautious. After a few disputes are missed, the owner tells the agent to hold every reminder to large customers. Certification against earlier cases shows when a fix over-corrects.
Lessons stay inside the team. Compare how to teach financial controllers to bank corrections and how to teach credit analysts to bank corrections, and the limits in what credit controllers should never let an AI agent do.
Market pages such as AI agent training for credit controllers in logistics in the UAE apply the same practice locally. In Pryme Intelligence Academy, the Operator track teaches it in the module on teaching the agent.
Questions people ask
Should account managers bank corrections too?
Yes, when they spot the agent chasing a customer wrongly. Their corrections often reveal terms the credit team did not know.
Does a banked correction stop the next chaser automatically?
The controller stops the chase on that invoice at once. The banked correction prevents the same mistake on other invoices once the fix is made and certified.
How long does a fix take?
Adding customer terms to a record can take effect quickly. Changes to how the agent recognises disputes need re-certification first.