Most mobile AI features silently depend on a “good enough” network. That’s fine on your office Wi-Fi. It’s not fine:

On spotty 3G
In the subway
In a warehouse with terrible coverage
When your cloud endpoint is down or throttled

If your “AI feature” turns into a spinner or a generic error in those cases, users will stop trusting it.