Identify repetitive steps
Look for consistent work such as mapping an approved service, validating a quantity, or checking a documented status. Automation is useful when the input and expected result are well defined. It does not resolve an unclear customer brief or an ambiguous supplier description.
Keep human decision points
Route unavailable services, changed scope, uncertain submissions, and budget exceptions for review. Do not let a script substitute a new service simply to keep a queue moving. The approval boundary should remain visible even when routine steps are automated.
Measure the operational effect
Compare error rates, handling time, and unresolved cases before and after a limited rollout. Keep an alternative process for cases the integration cannot safely handle. A high order count alone is not proof that an automated purchasing workflow is reliable.
Decision checklist
| Decision | What to check |
|---|---|
| Automate | Stable repetitive checks |
| Review | Exceptions and changed scope |
| Measure | Errors and reconciliation effort |
Worked example
A hypothetical team automates status retrieval for 200 accepted orders but keeps new purchase approval manual. This reduces repetitive checking without giving the integration authority to change quantities, replace services, or retry uncertain purchases on its own.
Example figures explain the decision; they are not current prices or promised results.