Modernise trade receivables for the retailers, grocers and chains buying your product.
CPG brands and importers selling into retail and foodservice channels with complex deductions and chargebacks.
- Retailer deductions and short-pays buried in remittance emails
- Manual matching of EFT / lockbox files to invoices
- Slow resolution of chargebacks across AR, sales and supply chain
- Cash trapped behind administrative disputes, not actual disagreements
- Deduction codes parsed automatically from remittance
- AI-prepared dispute packets routed to the right owner
- Lockbox and EFT cash matched at the invoice line
- Faster recovery on valid claims, faster denial on invalid ones
"A mid-market CPG brand recovered ~$1.2M in previously written-off deductions within the first six months on Finero."
A deduction is not a late payment, and treating it as one loses money
The defining feature of CPG receivables is that the retailer decides what to pay you. An invoice for 100,000 is settled with 92,400 and a remittance line carrying a code. The retailer does not consider this late, does not consider it a dispute, and will not respond to a payment reminder, because from their side the invoice is closed.
That makes the usual collections reflex actively counterproductive. Chasing a deduction as though it were an overdue balance sends reminders to a customer who has paid what they believe they owe, while the actual question, whether the deduction was valid, goes unexamined. The residual then ages on your ledger until someone writes it off.
The first discipline is separation. Genuine lateness, a formal dispute and a unilateral deduction are three different problems with three different owners and three different clocks. A ledger that puts them in one worklist guarantees the deductions get the least attention, because they are individually small and collectively enormous.
Related: Unapplied cash · Line-level cash application
Most shortage claims do not survive scrutiny, and most are never scrutinised
Industry bodies that study this consistently find a large share of retail shortage claims to be invalid. The Retail Value Chain Federation has put the proportion of invalid shortage claims in the substantial majority, and brands that dispute systematically tend to recover a meaningful part of what they were deducted. The money is real and it is recoverable.
The reason it goes uncollected is economics rather than ignorance. Recovering a deduction means assembling proof, typically the bill of lading, the proof of delivery, the packing list and the original purchase order, and submitting it inside the retailer's dispute window, which is often short. When the deduction is 340 and gathering the evidence takes an hour of a person's time across three systems, writing it off is the rational individual decision. Repeated a few thousand times a year, it becomes a serious leak.
Which is why this is an automation problem specifically. The unit economics only work if assembling the evidence packet costs close to nothing. Parse the deduction code from the remittance, pull the supporting documents automatically, route valid claims for fast denial and invalid ones for dispute, and the calculation that currently favours writing off reverses.
Related: How Finero prepares dispute packets
Your deduction codes are supply chain telemetry sitting in a finance system
Compliance chargebacks are not random. They are the financial expression of an operational failure: a late delivery, a mislabelled pallet, a short case count, an ASN that did not match what arrived. Large retailers publish compliance thresholds and penalise against them, and on-time in-full performance drives a substantial share of what gets deducted.
Coded consistently, that data answers questions no operations dashboard can. Which distribution centre generates the most shortage claims. Which SKU is repeatedly short. Whether a carrier change three months ago is now showing up as chargebacks. The AR ledger is where the cost of an operational problem first becomes visible in money.
Most brands never get this view because the codes are inconsistent, buried in remittance PDFs, or normalised away during manual entry. Capturing them faithfully at the point of cash application turns a recovery exercise into a prevention one, which is worth considerably more than the deductions themselves.
Related: Posting deductions back to your ERP · Lockbox remittance data
FAQ
What is the difference between a deduction and a dispute in CPG?
Are retailer shortage claims usually valid?
Why do CPG brands write off deductions they could recover?
Can Finero match deductions to the right invoice lines?
Recommended stack for Consumer Goods (CPG)
ERP / accounting
Pick from NetSuite, SAP, Oracle Fusion Cloud ERP, Dynamics 365, QuickBooks or Xero.
ERP and accounting integrations →Payment provider
Stripe, Adyen, Worldpay or your existing processor: Finero brokers payments through any of them.
Payment-provider integrations →Platform modules
Autonomous chase, hosted payments, dispute desk, cash application, AR analytics.
Platform overview →Run AR in consumer goods (cpg)? Let's show you Finero on it.
Book a 30-minute demo with a Finero expert. See how Finero chases, collects, and reconciles invoices end-to-end.