How Merchant Recognition Works
One of the biggest pain points when adopting a new personal finance application is recategorizing all your transactions. We did not want users to have to start training a new system from an empty database.
That is why Big Picture Money ships with a separate merchants database. On day one, common payees can already resolve to a recognizable merchant and a sensible default category. Everything runs locally and you do not need to reach out to a web service to categorize transactions.