Their request could be handled by a slightly complex ML model, usage over time by dumb if else statements in an on device program, or trivially by Ollama on a mid computer hosted on a home server.

The default doesn't have to be that all the data must be fed up to a company, computers can actually do a lot without it coming from someone else's server.