Justin Coberly

Valence Intelligence

Justin Coberly writes for Valence Intelligence on deductions management and the data behind it: how SKU-level visibility, real-time alerting and root-cause analysis help retail and CPG finance teams recover margin before dispute windows close.

Deductions management
Retail data analytics

Articles by Justin Coberly

Deductions & Chargebacks

How SKU-Level Data Unlocks Real-Time Deduction Insights

Aggregate deduction reporting hides the patterns AR teams need to act. SKU-level deduction data reveals which products, retailers, and dispute codes drive margin leakage, stopping invalid claims before windows close and turning chargeback alerts into root-cause prevention for the entire business.

Justin CoberlyOctober 7, 202611 min read

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