This has been the case forever in corporate environments, even before AI. I worked for 3 years on an app that in startup land should have taken a couple months at best.
The interesting thing is how different outwardly similar businesses can be. I remember doing back to back contracts for two similar sized pharmaceutical companies. One of them had an IT group ten times the size of the other. You can guess which project overran.