THE CHALLENGE

Fragmented data made value loss difficult to trace

The client had limited visibility over how requested PO value translated into accepted value, payments and deductions. Vendor Central data was fragmented across purchase orders, invoices, remittances, claims and operational records, making it difficult to understand where value was being lost and which issues should be prioritised.

WHAT BLUEDOT DID

Consolidated Vendor Central data into a single financial flow

BlueDot consolidated the client’s Amazon Vendor data into a single value flow, mapping requested PO value against rejected value, accepted value, net payments and deduction categories.The work focused on isolating the main points of leakage, quantifying deduction exposure, and separating operational loss from recoverable financial claims. This gave the client a clearer basis for prioritising recovery work, improving reconciliation and reducing recurring issues.

THE RESULT

A quantified recovery opportunity with clearer account control

The engagement gave the client a clear financial view of its Amazon Vendor relationship. BlueDot identified $4.53M in total deductions, with $3.24M concentrated in shortage claims, creating a focused recovery opportunity and a practical roadmap for improving controls across the account.The analysis also highlighted the impact of rejected PO value, showing that $37.2M of requested value did not convert into accepted Amazon purchase orders.

$4.53M Total deductions identified

$3.24M Recovery priority identified

$37.2M Acceptance value gap exposed

At a glance
Client type
Amazon Vendor / 1P Brand
Sector
Consumer Goods
Region
USA
Engagement
Uncovering hidden leakage across Vendor Central.
Headline result
$4.53M in deductions identified, with $3.24M linked to shortage claims.

The account was losing value through fragmented Vendor Central data, deduction exposure and limited cross-functional ownership across finance, operations and commercial teams.

Case Studies

More case studies

Finance recovery

Quick Pay Discount Not Delivering 30-Day Cash Flow

BlueDot reviewed the client’s Amazon Vendor payment timing and found that, despite having a 30-day Quick Pay Discount agreement, actual weighted payment times were consistently far above target. The analysis showed that shortage claims and deduction activity were delaying effective cash collection, with payment timing often sitting way above 30 days.

30 daysPayment terms agreed

80+ days Weighted average payment days

133 days Peak payment delay identified

Read the full case study

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