Look For Repeatable Patterns

A workflow is ready for automation when its common path can be described clearly and its exceptions are known. If the rules change every time, the first step is not automation. The first step is clarifying the process and deciding which decisions should remain human-owned.

Good automation candidates usually have predictable triggers, consistent data requirements, frequent repetition, and measurable cost when they are delayed or handled incorrectly.

Prepare The Inputs

  • Document the trigger that starts the workflow.
  • Identify the data required at each step.
  • Define who approves, rejects, edits, or escalates work.
  • Decide what happens when a provider or integration fails.
  • Create clear message templates for notifications and confirmations.

Keep Control Visible

Automation should not become a black box. Build logs, status states, admin controls, and retry paths from the beginning. A team should always be able to see what happened, why it happened, and what can be done when the expected path does not complete.