Start with the shape of the work
Write down what triggers the workflow, which information is required, who makes decisions and what counts as a successful finish.
If the steps change every time because the business rule is unclear, the first improvement is process design—not software.
Good signs for automation
The strongest candidates are frequent, rule-based and expensive enough in attention or delay to justify engineering the hand-offs.
- The same data is copied between known systems.
- The decision rules can be explained and tested.
- Exceptions are limited and can be routed to a person.
- A missed step has a visible operational cost.
Warning signs
Be cautious when the source data is unreliable, access depends on undocumented workarounds, or nobody owns the outcome when an integration fails.
A small workflow map and failure-path exercise often reveal whether the opportunity is real before any platform is selected.
Choose the smallest useful loop
Start with one trigger, one valuable hand-off and a clear result. Make success and failure visible. Once that loop is dependable, extend it deliberately rather than automating the entire operation at once.