At the 2nd company it wasted thousands of dollars of advertisement because the server could not withstand the load and obviously data loss issues tained the image forever and will likely end up the same way.
Also please don't take this as "AI is useless". I use AI and I use it a lot. It's great and I love it. However, without a good understanding of architecture and general development structure you end up with things that can't scale and fail.