A workflow is not ready because it succeeds in a demo. It is ready when the team can see what failed, recover the state, and keep the customer or business process moving.
Design the failure path first
Every useful automation touches a real dependency: a CRM, inbox, calendar, spreadsheet, payment record, document, approval, or customer promise. That means failure is not exceptional. It is part of the workflow.
The first pilot should document what happens when data is missing, a provider is down, confidence is low, or a human decision is required.
Put human approval where the cost of error is high
Human approval is not a legal decoration. It is a product feature for moments where the system may affect money, policy, access, employment, education, safeguarding, or customer trust.
A good system makes approval fast and visible. It shows the draft, source evidence, recommended action, owner, and deadline.
Report operational health, not just activity
Counting automated tasks is not enough. Leaders need to know latency, completion rate, exception rate, rollback events, approval time, and whether the workflow changed a real operating outcome.
That evidence should exist from the first pilot so the team learns what to improve before expanding scope.
Turn this note into an operating decision.
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