Real statements from two Pakistani banks; sources kept private · 2026 · Live

Bank statement to Excel (version 1)

This ran inside a cloud AI chat, so it is not the privacy-first product. Its limits led to the Digital Accountant.

725 transactions reconciled to the paisa204 on a second bank's statement

Problem

Each bank lays out its statements differently, and month-end analysis needs every transaction categorized and reconciled.

Solution

A reusable Claude skill that turns bank statement PDFs into an Excel workbook with a formula running balance, a category on every row and a monthly category analysis.

Stack

  • Claude skills
  • Python
  • pdfplumber
  • openpyxl
  • Excel formulas

Engineering

  • Closing balance must match the bank's own figure before the workbook is accepted
  • Custom extractor written for a two-date-column layout
  • Every category is a dropdown the accountant can change