Every system we install starts in shadow mode: it runs live for a week while your team reviews what it does before anyone relies on it.
After launch, edge cases still route to people. Unclear invoices land in an exception queue, and every dispatch call produces a transcript you can read.
We split our work into three separate nodes for the same reason. When each system does one job, you can explain it in one sentence and see exactly what it's doing.