The hybrid point is the most useful one here — letting an agent interpret an invoice and flag a mismatch, rather than act on it, keeps the flexibility without giving up control. Starting with a limited pilot and measuring escalation and error rates, as you outline, is also the honest way to tell whether the automation is actually helping.