Philip Dodds

AI agents shouldn’t be judged on how good their answers sound. Judge them on whether the work gets accepted. For document workflows, that means: • the right data reaches the right system • human judgement is engaged when needed • explainability is available • people spend less time fixing the result Accepted work is an right operating metric.