Case pattern

Finding where commerce systems stopped agreeing.

A digital commerce brand needed to reconcile marketplace, direct commerce, subscription, fulfillment, and ERP activity so finance and operations could see where trust was breaking.

Mandate

Trace order activity across systems and expose the gaps creating downstream operational and accounting risk.

Engagement leadership: Technology Strategy Lead, Commerce Platforms & ERP

Commerce transformation often looks like an integration problem, but underneath it is a trust problem. Orders can originate in one place, be fulfilled somewhere else, be modified by subscriptions or marketplace logic, and then arrive in ERP incomplete, late, duplicated, or missing.

Flow

Order visibility

Source-system activity had to be compared against ERP transactions and downstream impact.

Gap

Exception discovery

Missing records, field gaps, and transaction mismatches needed to be surfaced clearly.

Trust

Finance clarity

Operational integration issues had to be translated into accounting and reporting consequences.

What made it hard

Marketplace and subscription commerce creates many versions of the truth: customer order data, payment data, fulfillment data, return or replacement activity, and ERP records. The business needed to know not just that something was wrong, but where the chain broke and what it meant.

How the work created value

  • Compared marketplace and source-system orders against ERP transactions.
  • Identified missing orders, missing fields, and mismatches in transaction flow.
  • Connected integration gaps to downstream accounting and reporting impact.
  • Helped turn unclear integration noise into a practical exception-management problem.
  • Gave finance and operations a clearer view of where process and system trust was breaking.

Why it mattered

The value creation was visibility. Once the business could see the reconciliation gaps, it had a better path to cleaner integrations, fewer exceptions, and more reliable financial and operational reporting.

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