NSNiket Shahindevelopingwriter.com·Jul 11, 2025 · 2 min readWhy evaluations are critical to building successful AI applicationsAnyone can whip up a demo with popular AI models, but without proper checks, that demo can fail in the wild. Demo vs. Reality When you point an AI at a business problem and test it on your own example, it often shines. You share it company-wide, and ...00