Retail Deductions: What You Write Off Without Checking
A $25M food brand writes off ~$67K in invalid retailer deductions a year without opening the file. Where the money hides in the data, and why it decays.
Remittance Parsing Is the Silent Bottleneck in Deduction Recovery
Retailer remittance stubs arrive as PDFs in inconsistent formats. Manual remittance parsing is the bottleneck between deduction discovery and recovery.
Deduction Recovery: 85 Percent of Deduction Dollars Are Never Recovered, and the Problem Is Operational, Not Financial
Deduction recovery at specialty food brands runs under 15% of deducted dollars. Five compounding operational failures, not failed disputes, explain the gap.
Distributor Deduction Management: The Recovery Rate Most Brands Never Measure
Most CPG brands track deduction win rate, not dispute rate: the share of invalid deductions ever contested. Distributor deduction management starts there.