Error Reduction Scorecards That Actually Work
From Dr. Marcus Adler’s guide series AI ROI for Small Business: Track Every Dollar, Hour, and Mistake Saved.
This is chapter 3 of the series. See the complete guide for the full picture, or work through the chapters in sequence.
While time tracking reveals where your business spends its hours, error tracking reveals where those hours create value—or destroy it. The harsh reality is that most small businesses operate in what behavioral economists call “error blindness”: they know mistakes happen, but they have no systematic way to measure their frequency, cost, or impact. This blindness becomes expensive when implementing AI, because without baseline error measurements, you can’t prove that your AI investment actually reduces mistakes rather than simply
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