How is data consistency between systems ensured?

Answer

We achieve data consistency through multiple mechanisms: unique identifiers (master keys) link records across system boundaries. Timestamp-based delta synchronization ensures only changed data is transferred. Validation rules in the middleware check data for completeness and consistency before forwarding. And monitoring dashboards show the synchronization status of all data flows in real time.