For most consumer brands, deductions are treated as a cost of doing business. A retailer takes money off an invoice, the finance team books it, and everyone moves on. The problem is that a meaningful share of those deductions are simply wrong — and the ones nobody disputes turn into permanent revenue leakage.
Where the leakage comes from
Invalid deductions cluster in a few predictable places:
- Duplicate chargebacks — the same shortage or compliance fee billed twice.
- Already-resolved claims — a deduction taken for an issue that was credited months earlier.
- Expired promo claims — bill-backs submitted after the agreed window closed.
- Math errors — a 5% allowance applied to gross instead of net, or to the wrong SKUs.
Individually they look small. In aggregate, for a brand doing $50M through retail, 1-3% of revenue sitting in unvalidated deductions is real money.
Why they go uncontested
The honest answer is capacity. Validating a deduction means pulling the original PO, the agreement terms, proof of delivery, and the retailer’s backup — then matching all of it. A human analyst can do maybe a handful a day. Most brands simply write off anything under a dollar threshold because the cost of disputing exceeds the recovery.
A better default
The Deductions Agent flips the economics. It audits every deduction against the contract terms and source documents, flags the ones that don’t hold up, and assembles the dispute packet automatically. Instead of sampling, you validate the full population — and the small deductions that used to be ignored become recoverable because the marginal cost of checking is near zero.
The goal isn’t to fight every retailer on every line. It’s to stop paying for claims that were never valid in the first place.
- deductions
- trade spend
- cash recovery