Finly / How it's built

PDF statement import

Bank statements arrive as PDFs in different layouts, and some are scans with no text to read.

How it works

  1. Text extraction
  2. Vision fallback for scans
  3. Background queue worker
  4. Notify when ready

In Finly

Statements are processed in the background so the app stays usable, and the user reviews the parsed transactions before importing them.

This runs in Finly, our AI expense tracker for iPhone and Android.

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