An Approved OTIF Dispute Reverses the Charge. It Does Not Reverse the Score.

You won the dispute. The deduction reversed, the credit landed, and the money is back on the settlement.

The scorecard did not move with it.

An approved OTIF dispute, on-time and in-full, refunds the deduction and leaves your score where it was. SPS Commerce said so in a guide to disputing Walmart OTIF fines published on 28 August 2023, listing it as the lasting cost of Walmart routing OTIF disputes through HighRadius: "your OTIF Scorecard will reflect the issued fine even if your dispute overturns."

One caveat, and it is the one that matters. It is a single source, and it is a vendor explaining Walmart's process rather than Walmart. SPS Commerce sells EDI and supplier-compliance software and publishes the article jointly with SupplyPike. No Walmart document we can find confirms or contradicts it: a full-text search of Walmart's filings on EDGAR for "OTIF" and for "on-time-in-full", run on 26 September 2026, returns zero hits.

So you have one vendor's statement of a retailer rule, on the most commercially important fact in the subject, and nothing to check it against. That is worth more than a confident number with no source and less than certainty.

Approved is a cash outcome

The natural reading of a half-successful dispute is that the fix partly worked. It is more useful to read it as two systems that have never been connected.

What the approval is worth is a number, and the only defensible version is the one you compute from your own remittance advices through the recovery arithmetic. No retailer publishes a recovery rate.

The second row is the one that decides how you work. Not a slow correction. Not a correction after a review cycle. Not a correction you can request through somebody. The score is not revised retroactively, and nothing in the published record describes an exception, a review path, or a form that would produce one.

An approval settles an invoice event. It does not settle a measurement period.

What the split does to the filing decision

Two teams get this wrong in opposite directions, and both are rational responses to the same fact.

The first team treats every dispute as a score repair. They file only when they think the case will move the percentage, and let a 3% charge go because the score is already lost for the quarter. The cash never comes back, and neither does the score: the same source that says an approval does not revise the score says the fine counted all along.

The second team treats every dispute as a cash event. They file everything with evidence, take the refund, and watch the OTIF number drift down over the year while their cash looks healthy. That is the better half of the argument and the worse half of the outcome.

The second team's risk is real, and the record on it is thin. Nothing in the public record publishes an OTIF score at which Walmart holds a supplier, de-lists one, or reduces a volume allocation, and no source we hold documents a hold or de-listing mechanic at all.

What is documented is that the score is not revised retroactively, which means a score erodes by one mechanism only, by the failures you keep making.

So the score is not a published tripwire. It is an input to a commercial conversation you cannot see, which is a reason to defend it and not a reason to compute a threshold.

The rule that follows is narrow. Dispute for cash, and treat the score as a separate objective with its own levers. Filing is the wrong instrument for performance, and it is the only instrument for money. Every step in the dispute loop is a cash step, which is why the loop does not need a score argument attached to it.

Even the cash side is bounded. The same article records a re-dispute rule it summarises as three strikes and you're out. Three attempts at the money is the ceiling; there is no attempt available for the score.

The levers that move the score, and none of them is a dispute

Four exist, and the first one is the interesting one because it moves the two systems in opposite directions.

The Walmart-accountable classification. Walmart's OTIF Scorecard has a Performance tab that includes non-compliant cases Walmart itself is accountable for, and a Charges tab that excludes them, per SPS Commerce's guide to the Retail Link scorecard published on 17 December 2024. Walmart acknowledges in that source that its growth and size create room for error in its own internal processes and systems.

Get a case classified as Walmart-accountable and it comes off the Charges tab, where the money is, and stays on the Performance tab, where the score is. That is the only lever here that takes dollars away and leaves the percentage alone. It is also a classification, not a form you file, and it is decided by Walmart.

Third-party events are not automatically excluded. The same article is explicit that widespread inclement weather or a DC fire does not remove the fines, because automated systems manage and execute OTIF fines and will not account for these events.

The exclusion bucket is Walmart-accountable, not third-party. A storm is not a failure of Walmart's own processes, so it lands where you land. That reading follows from the two documented buckets rather than being stated in either, and it is why a weather week is a cash argument and not a score argument.

Trend analysis compares three 13-week ranges plus the same period last year. Also from the 17 December 2024 source. One bad quarter sits inside one of three rolling ranges rather than defining the number, which is why a single unrecoverable stretch is survivable and a repeated one is not.

The three-month first-supplier grace period waives the fine and still populates the scorecard, so suppliers can practise on it, per the 28 August 2023 article. That is Walmart's own onboarding doing the thing this post is about: the money is switched off, the performance is recorded anyway. If the two systems were one, there would be no reason to build it that way.

What to ask for when a dispute is approved

Nothing happens to the score on its own, so the record has to be built by hand. Three things, in writing, tied to the dispute reference number Walmart issues on filing.

Ask for the credit reference that reversed the charge, so the refund is traceable rather than an unexplained reduction in a settlement you are still reconciling.

Ask how the case was classified, supplier-accountable or Walmart-accountable. That one answer decides whether it ever belonged on the Charges tab, and it is the only route to the exclusion Walmart grants automatically to its own errors.

Ask what the approval changed on the scorecard, and get a dated written reply. Expect the answer to be nothing. That is what the single source says, and having it in writing is what tells you whether to keep filing disputes for cash and leave the percentage to the levers above.

One more question belongs in the same email, because the same source contradicts itself: the article recommends waiting 60 to 150 days after a fine is invoiced before disputing an in-full charge, and the OTIF window is about 30 days from the invoice date. It does not reconcile the two, so ask for the window in writing.

OTIF runs roughly 30 days from the invoice date, and it does not pause while you assemble the packet or while HiRadCS access is provisioned. That is the only clock in this post you can still move. The score has no filing deadline, because there is no filing it will answer.