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ConceptSoftware Development · Concept

OCR Receipt → BIR Export

OCR pipeline that extracts receipt data and exports it in a BIR-compliant format.

01 · The Problem

What we set out to solve

Bookkeepers still type receipts into Excel one line at a time. Photos pile up, totals do not reconcile, and at filing time the data has to be re-keyed into BIR-formatted books and SLSP. Off-the-shelf OCR is generic; it does not know which line is the TIN, which is the VAT, and which is the discount.

02 · The Approach

How we built it

  1. 01Combine layout-aware OCR with a parser tuned for PH receipt fields like TIN, VAT-registered status, OR/SI series, and senior/PWD discounts.
  2. 02Validate every extraction against BIR field requirements before it is accepted.
  3. 03Export directly into BIR Books of Accounts and SLSP-ready CSVs, not just a generic spreadsheet.
  4. 04Let users review and correct low-confidence fields with a side-by-side image + extracted-data UI.
03 · The Stack

Tools & systems

  • Next.js
  • Tesseract / Cloud OCR
  • Layout parsing (LayoutLM-style)
  • Supabase
  • Python validators
04 · The Outcome

What it delivers

  • Receipt-to-book entry collapses from minutes per receipt to seconds.
  • Exports are BIR-shaped at source, so filing prep is a download not a rebuild.
  • Audit trail per receipt for accountants and external auditors.
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