Use OpenAdapt when
- Inputs are mostly structured and the business intent stays stable.
- The target application has no practical write API for the last mile.
- A wrong action has operational, financial, or compliance cost.
- The resulting state can be checked independently or by reacquiring the persisted record.
- The workflow repeats often enough to justify qualification.






