One consistent record across systems.

Reduce duplicate entry and handle conflicts explicitly.

Illustrative use case, not a completed client engagement.

The starting point

Customer or order data is maintained in several applications. Updates do not reach every system in time.

A possible workflow

ChangeValidationReconciliationLog

Defined fields are synchronised through APIs. Authoritative sources, conflict rules and retry behaviour are explicitly agreed.

What we would measure in a pilot

Conflicting records, synchronisation delay and manual rework.

Include these exceptions in testing

  • Simultaneous changes in two systems
  • Deleted or merged records
  • Temporarily unavailable interfaces

Keep the decision traceable

For each test case, define what counts as correct and when the system should abstain. The reviewer sees the input, proposal and available supporting information together. Corrections are assessed before further steps are automated. A high success rate alone is not enough: the types of errors and their consequences matter too.

Prerequisites

Suitable sample data, available interfaces and an owner for subject-matter review. Actual integrations are determined after reviewing your systems.

Which process takes too much of your team’s time?

Tell us about it. Together, we can find a concrete starting point.

Discuss a project