How do mobile developers integrate machine learning?

Hey everyone, we keep running into cases where we think "That would be a cool case for a mobile app developer" at colabel.

Frankly, we don't know much about your space, therefore, I was curious to know how you integrate machine learning (in all variations, from "I ship around it" over linear regression to deep learning). Would be great to hear your thoughts on this!