I know this may be a bit pedantic, and from a marketing perspective I'm sure everyone is telling you that "you have to market it as AI!", but my pet peeves is that the phrase "time series AI" doesn't make any sense in English. "ML for time series data" makes much more sense to me, is valid English, and from your post sounds like what you're actually doing.