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Use case — Automated PO reconciliation

Save thousands
of hours and
reclaim revenue

Automate purchase order reconciliation with AI to resolve retailer claims faster and ensure complete accuracy.

$12,480 recovered
Black wireless headphones

Wireless Headphones

PO-4471 · Amazon

Ordered1,200
Received1,050
Short150
$12,480recoverable
Reconciling purchase orders

Dispute automation

  • Shortage & overage detection
  • AI-generated claim packs
  • Centralized dispute tracking

Used by the most loved brands in the world

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The challenge

Manual PO reconciliation wastes time and revenue

Tracking and disputing purchase order shortages is tedious, time-consuming, and prone to errors. Most teams cannot review every discrepancy, gather supporting documentation, and move claims forward fast enough to prevent leakage.

Unreconciled purchase orders

Tracked in SpreadsheetsThis month
Bose QuietComfort HeadphonesPO-4471 · Amazon · $12,480 shortUnclaimed
Sony WH-1000XM5PO-3920 · Walmart · $8,210 shortManual
Beats Studio ProPO-5106 · Target · $5,940 shortOverdue

$26,630 in claims at risk — filed too slowly

Recover
  • Limited visibility into shortages or discrepancies at scale

  • Manual processes that take too long to address discrepancies

  • Difficulty compiling documentation to support claims

The solution

How CommerceIQ automates purchase order reconciliation

CommerceIQ’s AI automates PO reconciliation by detecting discrepancies, generating claims, and streamlining disputes. Real-time tracking and documentation help teams resolve issues faster, reduce errors, and recover revenue efficiently.

Claim auto-filed ✓

Claims recovered

This quarter
Shortages$62K
Pricing claims$41K
Chargebacks$28K
Overages$16K

Key capabilities

  • Automatically flag shortages or discrepancies in purchase orders

  • Create and pre-fill claim documentation with AI

  • Enable faster retailer dispute resolution with detailed claim packs

  • Track all claims and dispute statuses in a centralized dashboard

Proof

Brands recover revenue by automating shortage disputes

A leading consumer brand used CommerceIQ to move beyond manually reviewing only the largest discrepancies. With automated claim creation and tracking, the team could process more disputes and improve recovery.

With CommerceIQ, we've fully automated our shortage disputes, going from manually resolving only the largest discrepancies to processing 100% of claims. It's drastically increased our recovery rate.

Capabilities

Capabilities that strengthen PO reconciliation

CommerceIQ delivers detection, documentation, tracking, and retailer workflow automation so teams can recover revenue without manual spreadsheet work.

PO DisputeBlack headphones with earcups on a dark background
PO #48291Short shipment
Ordered
1,200 units
Received
850 units
Discrepancy
350 units
Est. revenue impact
$28,400
Revenue at risk$284K

Real-time discrepancy detection

AI pinpoints shortages, overages, and PO mismatches before revenue slips away.

Automated claim generation

Generate complete claim packs with the evidence retailers need to resolve disputes.

Centralized dispute tracking

Monitor claim status, ownership, and outcomes from a single reconciliation view.

Retailer portal integration

Streamline submission workflows and keep retailer communication moving faster.

See how automation transforms PO reconciliation

Learn how top brands recover lost revenue, maximize team productivity, and resolve claims faster using CommerceIQ’s AI automation.

Request a demo