Show HN: Auto-Match – How We Built Receipt-to-Transaction Matching (Open Source)
pontusabra Wednesday, August 27, 2025
I’ve been working on automating bookkeeping tasks, and one big pain point was manually reconciling receipts with bank transactions. We built a system that runs in the background, parses receipts (including Gmail), suggests matches, and learns from confirmations to auto-match over time.
It's built into Midday and fully open-source.
Let me know if you have any questions!
Summary
Midday.ai's Automatic Reconciliation Engine is an AI-powered tool that streamlines financial reconciliation processes, reducing errors and saving time. The system automatically matches transactions, identifies discrepancies, and provides recommendations to resolve them, improving the accuracy and efficiency of financial record-keeping.
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Summary
midday.ai