workflow pilots

How to Tell Whether an AI Workflow Saves Time After Review

Compare accepted work, not draft speed: measure a pre-AI baseline and pilot using the same task and quality standard, then count review, corrections, and later rework.

ai productivity metricshuman reviewworkflow pilots