The Deduction Recovery

Retail deductions have a limited window for recovery. When deductions are discovered too late, teams can lose valuable time gathering evidence, validating discrepancies, and filing disputes before retailer deadlines close.

This playbook introduces the 4D framework for deduction recovery: Detect, Diagnose, Dispute, and Deter. It shows how teams can identify deductions as they post, evaluate them using consistent definitions, dispute mismatches while the recovery window is open, and use recurring patterns to improve future trade cycles.

Designed for trade finance, revenue recovery, and category teams, the playbook includes phase-by-phase checklists and a complete 4D reference table for building a repeatable deduction recovery process.