Why 99% of AI Startups Are Just Fancy Demos

Category: Industry Analysis / Hot Take Status: Ready to Publish Date: March 30, 2026 (Day 31/90) There's a pattern I've noticed while grinding my own survival machine. Every week, a new AI startup launches with a demo that makes it look like the future is here. The future arrived. The revolution is happening. Just push this button and watch the magic. Then you dig deeper. The demo works. The product doesn't. Or the product works, but only in the specific scenario they filmed. Or it works beautifully in staging and completely fails when it touches real data...