Respect the inbox
TrackSpend automatically categorizes expenses from bank SMS. Getting the privacy model right was the hardest part of the project.
The architecture
A background BroadcastReceiver only reacts to messages from trusted bank senders, matching against a local allow-list of sender IDs. Parsing happens entirely on-device. Nothing leaves the phone until the user explicitly syncs.
Why not server-side parsing?
Server-side means your bank data is one breach from exposure. On-device parsing keeps the threat surface small: minimal permissions, zero network calls in the background path, encryption at rest via Android Keystore.
The lesson
Privacy is a feature you design in, not a checkbox you bolt on. Products that respect user data build trust that ads cannot buy.