Deduction reports usually show what has already happened, but your business needs to understand what these activities mean for the future. A shortage was taken. A pricing discrepancy appeared. A retailer issued an On-Time In-Full (OTIF) charge. Someone filed a dispute, assigned a status, and added the claim to a monthly total. Keeping records is important, but it does not answer the next question your business should ask: Where is this activity pointing? Deduction data is not

A $150 shortage claim may not seem worth an executive conversation. Neither does a $275 compliance fee or a $420 defective claim. However, when similar deductions appear across hundreds of invoices, multiple distribution centers, several items, or more than one retail account, the total can become much larger than anyone expected. What appeared to be a collection of minor transactions may actually represent a recurring pattern that's steadily reducing collected revenue. Small

Your company might be meeting its sales goals but still falling short on the revenue it actually brings in. This situation is more common than it seems. Gross sales reflect what you invoiced, while collected revenue is what’s left after shortages, returns, allowances, compliance fees, chargebacks, post-audit claims, write-offs, and unresolved deductions are taken out. If your second-half forecast relies mostly on shipments and invoiced sales, you might be counting on revenue