Who Knows What in Customer Credit, and Where the Gaps Cause Trouble

Sales knows what a customer plans to do. Collections knows how that customer really pays. Billing knows which invoices are wrong. The credit analyst knows the policy and the score. Most credit trouble comes from someone deciding with only their own piece of that picture.

Sales holds the story behind the account

The account manager hears things no application form captures. A customer is opening a new site. A buyer has left. A parent company is being sold. Sometimes the customer has quietly asked for longer terms elsewhere.

None of this reaches the credit file unless someone asks. When a new account application arrives, sales usually wants it approved fast and offers the optimistic version. The analyst then scores the applicant on bureau data and financial statements that may be a year stale. Neither side is wrong. They are simply looking at different customers.

Collections sees the behaviour that scores miss

Collectors know which customers pay on the second call and which need a dispute resolved first. They know who always short pays, and whose accounts payable team is chaotic but honest. That texture rarely makes it into the scoring history.

The gap shows up during account reviews. A customer can look clean on paper while the collector knows every payment is being chased. The reverse happens too. An account that looks delinquent may be held up by one disputed invoice, and the collector already knows it will clear.

Billing knows which balances are real

A large share of what looks like credit risk is really billing error. Wrong prices, missing purchase order numbers and duplicate invoices all sit in the ageing report looking like unpaid debt. The billing team, or whoever processes credit memos and adjustments, knows which items are waiting on a correction.

When that knowledge stays in billing, credit acts on a distorted balance. Accounts get put on hold over money the customer was never going to pay, because it was never owed. Customers remember that.

The credit analyst knows the policy and where it bends

The analyst understands the written credit policy better than anyone. They also know where it is routinely overridden, who has authority to approve exceptions, and which limits were set years ago and never revisited.

What the analyst often lacks is context from the edges. They may not know a suspended account is about to place a large order. They may not hear that a reinstated customer has started paying late again. Their forecasts of future credit demand lean on sales pipelines they cannot fully trust.

Finance leadership sees the portfolio, not the customer

The finance lead reads credit and collection reports. Those show exposure, ageing and bad debt trends across the book. They rarely show why. A spike in overdue balances might mean customers are struggling, or that invoicing broke for a month.

Policy changes made from the portfolio view can land badly on individual accounts. Tightening limits across the board catches good customers and loose ones alike.

Where the gaps do real damage

Suspension and reinstatement decisions are the sharpest point. An account gets suspended under policy while sales is mid negotiation. Or an account gets reinstated on a promise that collections already knows is unreliable. Each team then blames the others.

External reporting is another weak spot. Where delinquent balances are reported to credit bureaus, a disputed or unadjusted balance can end up on a customer's record. Unwinding that is slow and damages the relationship far more than the debt itself did.

Write offs carry a similar risk. Collections may consider a debt dead long before the ledger reflects it, so reported receivables overstate what will be collected.

Questions to ask the people who run it

The documented process and the real one usually differ. These questions tend to surface the difference.

• When sales hears bad news about a customer, who do they tell, and does it reach the credit file?
• Which approvals happen outside the system, by email or in a hallway?
• How often is the written credit limit overridden, and who usually signs off?
• When an account goes on hold, how do collectors know whether the balance is disputed or genuinely unpaid?
• How long does a pending credit memo sit before credit can see it?
• Which reports does the finance lead actually read, and which are produced out of habit?
• Has an account ever been suspended while a large order was in progress? What happened next?
• Before a delinquent balance goes to a bureau, does anyone check it against open disputes?
• What do collectors know about specific customers that they have never written down?
• When was the scoring model last compared against which customers actually paid?

The answers will often contradict each other. Those contradictions mark the places where information stops moving between roles. Fixing that flow usually does more than rewriting the policy itself.

APQC's Process Classification Framework® (PCF) is an open standard developed by APQC, a nonprofit that promotes benchmarking and best practices worldwide. To download the full PCF or to view definitions and measures, please visit www.apqc.org/pcf.