Operations / reconciliation
Reconcile the complete payout journey, not isolated totals
Useful reporting shows how a Shopify customer benefit moved from eligible purchase through decision and delivery while preserving the role of each system.
Link records with safe identifiers
Connect the Shopify order reference, program case, policy version, decision, provider handoff, communication, and current outcome. Use the minimum identifiers required and keep sensitive card data outside merchant reporting.
Define counts before comparing them
An ingested order, eligible decision, accepted provider handoff, sent notification, and completed recipient access are different events. Reports should label each one precisely and explain the period and update rules applied.
- Orders considered
- Decisions reached
- Handoffs accepted
- Notifications delivered
- Exceptions open
Resolve differences through ownership
When records disagree, route the case to the team responsible for the relevant state rather than changing totals manually. Retain corrections and their reasons so future reporting remains reproducible.
Plan for clear delivery
Connect the Shopify purchase to a responsible customer payout journey.
Bring the merchant objective, eligible purchase concept, recipient experience, and unresolved program dependencies.