Last updated: September 12, 2026
What a white label QA report is
A white label QA report carries your logo, your client's account name, and the scores their calls earned against the rubric you agreed on. The useful ones also state how many calls were scored, how the score was produced, and which calls failed outright. Branding matters less than the methodology line underneath it.
You are twenty minutes into a contract review and the client asks how their calls are being handled. The answer you have is 94, off a form a supervisor filled in after listening to some calls last week. Then they ask how many calls that was. Twelve, out of four thousand you answered in their name last quarter. A sample that thin produces an opinion with a decimal point on it, and the client gets to say so.
The version your supervisors read is organized by agent and thick with criteria the client never asked about. What goes out to the client covers one account, in their business name, against the standard they signed.
What belongs in the report
Eight fields, and the one most reports leave off is the last one. All eight download as a CSV with no form in front of it.
| Field | What the client reads in it | Where it comes from |
|---|---|---|
| Account name | Whose calls this covers | The account the call came in under |
| Reporting period | The window the score belongs to | Fixed dates on their review cycle |
| Calls scored, out of calls handled | The sample every number rests on | Your call counts for that account |
| Scoring method | Who or what produced the score | Your QA process, in one line |
| Average score | Performance against their own rubric | The mean of the scored calls |
| Critical fail count, with a reason on each | The failures an average hides | Auto fail criteria on their scorecard |
| Two example calls with timestamps | Audio in place of an assurance | One strong and one weak call |
| Methodology line | How the sample and the scorers were checked | Your sampling rule and calibration variance |
The methodology line nobody includes
A score with no method attached is a claim. Say an account handled 2,600 calls last month and you scored 240, a little over 9 percent. The line then reads: 240 of 2,600 calls scored against the rubric approved in March, graded on rule based criteria with supervisor review on every low confidence flag, two supervisors calibrated on the same ten calls in week one.
Ugly sentence, and the one that survives procurement, since it hands over the sample size, the standard, the scorer, and the check on the scorer. Send a bare 91 percent instead and whoever wants to challenge it needs one question.
Writing that line by hand across 90 accounts sucks, which is why most reports skip it. Verint, Gistly, and ViciStack all put manual QA between 1 and 3 percent of calls, and a rate that low is easier to leave undisclosed than to defend.
The two example calls
One strong, one weak, with a timestamp on each so the client can listen rather than read. A report carrying only the good calls reads as marketing and gets filed that way.
The weak call does the work. It gives the client something to react to, and often enough the reaction is that their own account script caused it, like a triage question nobody can answer inside 40 seconds.
How often to send it
Monthly is the default and usually right, since a month of calls on a mid size account carries enough volume to mean something. A client who holds a quarterly business review will read a monthly report as noise and stop opening it, though, so match their cycle and build the quarterly one as a trend across the three.
Critical fails do not wait for a cycle. A call that failed outright should reach the client from you the same day, because the alternative is hearing about it from their own customer.
When a client disputes a score
Disputes are why most services never send scores to a client at all, and the fear is reasonable. Handing somebody a number invites them to argue with it.
The argument stays short when the evidence is attached. Pull the call the client named, open the transcript at the timestamp on the flag, and read the line that triggered it. Sometimes the flag was wrong, and you correct the score in writing. Other times it was right, and the client hears their own criterion being missed.
The third case is worth planning for. A disputed criterion looks like a scoring problem at first, and more often it is a script problem, so the fix is a conversation about the client's instructions. When every agent misses the same criterion on the same account, the criterion is what broke.
None of this holds unless your scorers agree with each other, which is what calibration between reviewers is for. Two supervisors scoring the same ten calls will split on the subjective ones, and that variance measures what they are worth in front of a client.
Rule based criteria hold up under this kind of challenge. Whether the agent sounded like they cared does not, and Aircall and StackAI both report automated scoring getting weaker as criteria move from rules toward tone. Weight those under the rules and stop presenting them to a client as facts.
Putting your brand on it instead of the vendor's
Organization branding on client reports puts your logo and your account names on the document, and takes CallSniper's name off it. That part is cosmetic. A client opening a beautifully branded report carrying a number they cannot check sits where they sat before it arrived. What branding buys is the absence of a question about who is really measuring the work.
The dashboard underneath matters more than the logo on top. Scores roll up by client account, so the account can check their own numbers between reports, with the two example calls sitting there and the transcript beside the audio.
Role based users exist today at agent, supervisor, and admin level. Extending that to named people inside a client organization was still being built in early September, so check where it stands before promising anybody a login.
Reporting per account when one floor serves many clients
Say a floor runs 40 agents across 90 client accounts and handles 26,000 calls a month. Score all of it, average it, and the company number lands near 92, which looks fine on a slide. One account inside that, 600 calls scoring 71 after a triage instruction changed in March, moves the average half a point. Your reporting cannot see the client about to leave.
So the rubric belongs to the account rather than to the floor. One agent gets scored against whichever standard the call came in under, so the same person on the same shift is held to a different bar on the plumbing contractor's calls than on the law firm's, and the answering service scorecard is built that way.
QA for telephone answering services and QA for BPO call centers reach that structure from different directions, since a BPO program and an answering service account are the same object once you score against a client's own standard. The criterion disputed most often is message accuracy, covered in how message accuracy gets scored.
A first report you can send this month
Pick two accounts: the one that complained last quarter, and the one up for renewal next. Score last month's calls for both against the rubric that account approved rather than the generic one your floor uses, then fill in the eight fields. Write the methodology line first, because a report you cannot write that line for is not ready to go out.
Frequently asked questions
What is white label reporting?
A report your client receives under your brand, with the software vendor's name absent from it. The phrase also pulls in rent and credit reporting tools that have nothing to do with calls. In call QA it means your logo on scores from calls you handled.
What should a client QA report include?
Account name, reporting period, calls scored out of calls handled, the scoring method, the average score, the critical fail count with a reason on each, and two example calls with timestamps. Underneath goes the methodology line, covering how the sample was drawn and how the scorers were checked.
How do BPOs prove quality to clients?
A service level assertion says you meet a standard. Scored evidence says which calls were scored, against what rubric, and what they earned, with audio attached. Clients accept the first one until something goes wrong.
Can clients see their own QA scores?
Scores roll up by client account and a client dashboard exists for that. Who inside the client organization can log in depends on role based access, which was still being built in early September 2026.
What do you do when a client disagrees with a QA score?
Pull the call, open the transcript at the timestamp, and read the line that triggered the flag. Correct the score in writing where the flag was wrong. When the criterion turns out to be the problem, fix it and rescore the period.
What a client can challenge, and what holds
A report that cannot survive a challenge is worse than no report, because it invites one. Hand a client a bare average and you have given them something to argue with and nothing to check.
Four things have to hold when they push. Start with the sample, since how many of their calls were scored out of how many you handled is the first question anybody asks, and the answer arrives with the rule you used to pick them. The rubric comes next, and it has to be the one they approved, auto fails named. Then the method, meaning who or what produced each score and what happened to the flags the system was unsure about. Last is the call itself, traced back from any number in the report and opened at the timestamp.
A client who can open the call behind a number stops arguing about the number and starts talking about the call itself.
Send a month of one account's audio through a call review and we will score it against that account's own rubric, so the first branded report you put in front of a client already has its methodology line written.
Sources
- Trinsic feature sheet and call notes, 2026-08-27, 2026-09-03, 2026-09-10. Verified internally.
- Organization branding and the client dashboard. Verified internally, shipped status unconfirmed.
- Role based access control. In progress per the 2026-09-10 call notes.
- Transcript timestamps and per line confidence scores. Verified internally.
- Verint, Gistly, and ViciStack on manual QA covering 1 to 3 percent of calls. Third party, unverified, setup only.
- Aircall and StackAI on scoring holding up better on rules than on tone. Third party, unverified.
- The 40 agent floor and the 2,600 call account. Editorial hypotheticals.