Turn Raw Banking Data into Human-Friendly Files

Upload bank data → Pick a format → Download instantly → Sweet.

Get spreadsheets (CSV), clean structured data (JSON), or files ready for QuickBooks — no setup, no cleanup.

🔁 Transaction CSV Converter

Turn raw bank transactions into a clean spreadsheet in seconds.

  • One row per transaction
  • Debits / credits normalized
  • Open in Excel or Sheets

📦 Structured Transaction JSON

Get one stable transaction format you can build against.

  • Consistent fields across banks
  • Safe to store, diff, and version
  • Optional AI Insights as annotations (core unchanged)

🧮 QuickBooks Import Files

Generate a QuickBooks import that comes in clean.

  • Import-ready columns
  • Amounts normalized
  • Safer duplicate handling

Example output (Structured JSON)

Clean, stable fields across banks. (Insights are optional annotations.) See full examples

Field
Example value
transaction_fingerprint
ms_fp_9f1c2c7b0d2a
institution_code
rbc_ca
amount_minor
-724
currency
CAD
direction
debit
original_description
TIM HORTONS #0059 / LONDON ON
posted_at_utc
2026-01-14T19:22:11Z
aggregator_code
flinks