We see these days (past 2 years) that there are startups on every industry and field of business claiming to have AI based solutions. Of course I’m no expert on these fields and have not been exposed to the details of their solutions but I can already tell that very likely most of them don’t use any kind of AI. Funny thing I also work for one of those AI based companies but we never use any ML. All the models are simple mathematical or probabilistic models. The thing is I have ideas for an AI based company but I’m kind of afraid of jumping into it because of all the uncertainty that I might face as to whether the model actually would work in real world situations and with customer data. I guess it’s a challenge worth taking. Will sleep on this idea!