https://dasarpai.com/tags/model-evaluation/Recent content in Model Evaluation onHugo -- gohugo.ioenhari@dasarpai.com (Dr. Hari Thapliyaal)hari@dasarpai.com (Dr. Hari Thapliyaal)© 2026 Dr. Hari ThapliyaalSun, 26 Apr 2026 00:00:00 +0000https://dasarpai.com/dsblog/accuracy-is-not-a-number/Sun, 26 Apr 2026 00:00:00 +0000hari@dasarpai.com (Dr. Hari Thapliyaal)https://dasarpai.com/dsblog/accuracy-is-not-a-number/<p> <figure> <img class="my-0 rounded-md" loading="lazy" src="https://dasarpai.com/assets/images/dspost/dsp6291-accuracy-is-not-a-number.jpg" alt="Accuracy Is Not a Number: How Customers Misjudge AI Document Processing" /> </figure> </p> <h1 class="relative group">Accuracy Is Not a Number <div id="accuracy-is-not-a-number" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 ltr:-left-6 rtl:-right-6 not-prose group-hover:opacity-100"> <a class="group-hover:text-primary-300 dark:group-hover:text-neutral-700" style="text-decoration-line: none !important;" href="#accuracy-is-not-a-number" aria-label="Anchor">#</a> </span> </h1> <p><strong>How Customers Misjudge AI Document Processing</strong></p> <p>Many enterprise AI projects struggle not because the technology is weak, but because success is measured incorrectly.</p> <p>A customer asks:</p> <blockquote> <p>“What is your accuracy?”</p></blockquote> <p>The vendor replies:</p> <blockquote> <p>“95%.”</p></blockquote> <p>The customer says:</p>