What a Compliance QA Scorecard Should Include
A working checklist for lending and debt collection call centers: how to structure the scorecard, what to check on each call, and what belongs somewhere other than the scorecard.
What should a call center QA scorecard include for lending or debt collection?
A compliance QA scorecard should separate pass-or-fail requirements, such as required disclosures and identity checks, from scored quality skills, and tie every line to a written rule. Itero scores both kinds on every live call and shows the transcript evidence for each result.
- Identity and authorization checks before account details are discussed.
- Required disclosures, worded and timed the way your rules require.
- Accurate statements about amounts, rates, terms and consequences.
- Prohibited statements and fair-treatment checks.
- Dispute, complaint and stop-contact handling, plus accurate notes.
How should a compliance scorecard be structured?
Structure it in two parts, because a compliance requirement and a quality skill are judged differently.
- Compliance checks: true/false questions with one right answer, such as "Did the agent read the required disclosure?"
- Quality skills: scored from 1 to 100, such as how clearly the agent explained the next step.
Each line should state the question, the written rule behind it, what counts as a pass and when it applies. A check that only applies to some calls needs that condition written down, or it will fail calls where it never applied. Decide in advance which misses fail the whole call.
What should a debt collection scorecard check?
A debt collection scorecard should confirm that the agent reached the right person, gave the required disclosures, stated the debt accurately and handled any dispute correctly.
- Right-party verification: the agent confirms identity before discussing the debt.
- Collector disclosure: under the Fair Debt Collection Practices Act, the first oral communication must say that the collector is trying to collect a debt and that information obtained will be used for that purpose. Later communications must say they come from a debt collector (sources).
- Accurate statements: the amount, payment options and consequences match your records and policy, with no threats of action you can't or won't take.
- Disputes and stop-contact requests: the agent recognizes them, responds according to policy and logs them.
- Recording notice: the agent gives the notice your rules require. Consent rules vary by state (recording consent laws).
What doesn't belong on a per-call scorecard?
Some rules can't be judged from one call. Regulation F presumes a collector complies with its call-frequency limit, with some exclusions, when it doesn't call a person about a debt more than seven times in seven consecutive days, or within seven days after a phone conversation about that debt. It also treats contact before 8:00 a.m. or after 9:00 p.m. at the consumer's location as inconvenient unless the collector knows otherwise (sources). Control those in your dialer and audit them from call logs.
What should a lending scorecard check?
A lending scorecard should confirm that the loan officer verified the borrower, stated terms accurately, gave the required disclosures and avoided statements that could discourage an applicant.
- Borrower verification: the officer confirms who they are speaking with before discussing the application.
- Accurate terms: rates, APR, fees and payment amounts match the disclosures the borrower receives.
- Required disclosures: the disclosures for that product and state are given at the right point in the conversation.
- No promises: the officer doesn't promise approval or a rate before underwriting allows it.
- No discouragement: Regulation B bars statements a creditor knows or should know would cause a reasonable person to believe it would deny an application, or grant it on less favorable terms, because of a prohibited basis (sources).
- Recording notice: the officer gives the notice your rules require (recording consent laws).
See how lenders apply this on the lending page.
How do you turn this checklist into a working scorecard?
Start from your compliance team's own list, then test the wording on calls you have already reviewed.
- Write each item as one question: a question with two ideas in it can't be scored cleanly.
- Test it on known calls: pick calls that passed and failed, and confirm the scorecard agrees (how to test AI scoring).
- Name an owner: one person updates the scorecard when a rule, product or script changes.
In Itero, you upload a rubric, playbook or QA checklist and Itero drafts the scorecard for your review (QA Scorecards). Compliance and quality rubrics can run on the same conversation in one scoring pass, and each result cites the supporting moments in the transcript (AutoQA & Compliance). When a check is missed, reps can rehearse that conversation in AI roleplay before their next calls.
Frequently Asked Questions
Building the scorecard
Should one failed compliance check fail the whole call?
Many teams treat critical disclosures as an automatic fail and lesser items as deductions. Your compliance team makes that call. Write the rule down so every reviewer applies it the same way.
How often should a compliance scorecard change?
Update it whenever a rule, product or script changes, and name one owner for those updates. Keep earlier versions so past scores can still be explained.
Does this checklist replace our compliance team?
No. This is general information, not legal advice. Your compliance team or counsel decides what applies to your products and states.
Using Itero
Can Itero score every call against this checklist?
Yes. Itero scores 100% of the live calls it receives against your scorecards, including true/false compliance checks, and cites the supporting moments in the transcript for each result.
Can Itero build the scorecard from our existing QA form?
Yes. Upload your rubric, playbook or QA checklist and Itero drafts the scorecard for your team to review.
Sources
Retrieved November 3, 2026.
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