This is pretty much to go head-to-head with Apple (and Samsung). Both are making leaps and strides using “neural coprocessors” and the like for running models on mobile hardware. Mobile edge computing is where we’re going to see a lot of use cases that enable functionality while maintaining data privacy & performance.
Keep in mind “mobile devices” extends past just smartphones, onto wearables/headsets as well.