The Demo Trap

Your GenAI project demos brilliantly. Executives love it. The technology is impressive. The interface is elegant. The conversations feel natural.

But when you check the usage data, you find 47 total sessions in production—and 43 of them were from your team testing it.

You spent six months of engineering time and $180,000 in inference costs building a solution that solved the wrong problem exceptionally well. The real friction wasn't where you thought it was. Users didn't want a conversation; they wanted to complete a task as quickly as possible.

Your chatbot added eight minutes to a process that used to take three. It converted at 38% when the old process converted at 87%. And it cost $60,000 per month to run.

But it demos great.