Estimate production volume, manual effort, review effort, and the cost of an escaped error. Then test the balance. A fast output that takes longer to verify than to produce is not a quality improvement; it is a new control burden.
Map the candidate against neighbouring use cases. A portfolio full of appraisal work can make inspection faster while leaving prevention untouched—the appraisal trap.