Why Your AI Pilot Never Reaches Production

Description and use

<p>A working AI demo is cheap. A working AI feature that earns its keep is not. Outside the technology sector, most pilots clear the demo and then die quietly in a sandbox, never touching the revenue or cost line they were funded to move.</p> <p>The pattern is consistent across finance, logistics, healthcare, and retail. A team builds a prototype on a handful of flattering examples, shows it to executives, gets approval to "explore," and then cannot explain six months later whether anything improved.</p> <p>By the end you will know why that happens, and you will have the two pieces that change

Problem

<p>A working AI demo is cheap. A working AI feature that earns its keep is not. Outside the technology sector, most pilots clear the demo and then die quietly in a sandbox, never touching the revenue or cost line they were funded to move.</p> <p>The pattern is consistent across finance, logistics, healthcare, and retail. A team builds a prototype on a handful of flattering examples, shows it to executives, gets approval to "explore," and then cannot explain six months later whether anything improved.</p> <p>By the end you will know why that happens, and you will have the two pieces that change

Outcome

<p>A working AI demo is cheap. A working AI feature that earns its keep is not. Outside the technology sector, most pilots clear the demo and then die quietly in a sandbox, never touching the revenue or cost line they were funded to move.</p> <p>The pattern is consistent across finance, logistics, healthcare, and retail. A team builds a prototype on a handful of flattering examples, shows it to executives, gets approval to "explore," and then cannot explain six months later whether anything improved.</p> <p>By the end you will know why that happens, and you will have the two pieces that change

Evidence

Why Your AI Pilot Never Reaches Production

Source