Receipts to clean ledgers.
Automated receipt parsing, vendor categorization, and tax expense extraction for Indian businesses.
- Contribution
- OCR data pipeline, verification UI & document reconciliation
- Project
- Studio project
- Disciplines
- OCR extraction / GST bookkeeping / document UI
Select a receipt. Correct flagged fields and approve.
Interactive reconstruction · sample data
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How this works +
Pair thermal receipt OCR with an editable verification table that flags ambiguous tax and total fields for 1-click human sign-off.
The boundary. Runs against synthetic sample invoices and receipts. Does not connect to live Tally or Zoho Books APIs.
The problem worth solving.
Small business owners drown in physical thermal receipts and WhatsApp bills. Manual data entry produces accounting errors and missed GST input tax credits.
A considered approach.
Pair thermal receipt OCR with an editable verification table that flags ambiguous tax and total fields for 1-click human sign-off.
Runs against synthetic sample invoices and receipts. Does not connect to live Tally or Zoho Books APIs.

