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Automation

The automation says “done”. Does the destination agree?

A green workflow is not proof. Reconciliation compares intention with outcome and catches silent errors before customers do.

Two digital business ledgers being matched precisely line by line

The automation dashboard is green. The appointment is still missing because the API answered before rejecting the record. Reconciliation asks the operational question a success badge cannot: does the intention in system A match the result in system B?

What to compare daily or weekly

SourceExpected destinationException
Form IDCRM contactmissing
Booking requestCalendar eventdifferent time
Send commandMessage IDno delivery state
PaymentInvoiceamount differs

Use stable IDs and a short list of meaningful states. “Successful” is too vague. Prefer received, written, confirmed and manually corrected. Put exceptions in a visible queue with an owner and age.

Do not auto-repair every mismatch

A missing internal tag may be safe to set again. A second invoice or booking is not. Query the destination first, then repair automatically only when the effect is narrow and reversible.

  • Track the count and value of exceptions.
  • Expose the oldest unresolved case.
  • Define a repair path per action.
  • Sample apparently successful cases too.

Idempotency prevents many duplicates. A kill switch limits an active error. Reconciliation proves what happened afterwards.

Sources

FAQ

What is reconciliation?

A systematic comparison of expected business transactions with the state actually stored in destination systems.

How often should it run?

Continuously or daily for critical actions and at a regular interval for lower-impact work.

Is a green workflow run insufficient?

It often confirms only the technical call, not the correct final state.

Who owns exceptions?

A named business owner with a clear escalation route.

Check one real workflow before turning it into an AI project

The business check examines one customer or back-office workflow. You get a clear next step, even when the sensible answer is less automation.

Start the free business check →

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