1reconciliation automation, CSV, API
Start with spreadsheet rules, then move to CSV/API.
Can I automate PayNow/FAST reconciliation
Clean references to uppercase, extract INV-\d+ with a regex, match exact amounts, and send unmatched lines to a review sheet. Next, schedule CSV/API imports from your bank to your accounting system and run a twice-weekly reconciliation cadence.

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Helen Lili – Editor, Research Lead
Helen leads tariff analysis and product change tracking. She maintains the normalized dataset that powers our comparison tables and ensures each claim links back to a dated primary source. Read more articles

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