expense-capture: Transcribe Receipts into Ledger Entries, Eliminating Data Fabrication

Expense-capture is a workflow plugin that converts receipts and invoices into ledger entries, designed to address the risk of fabricated data in reimbursement entry. By enforcing strict transcription discipline, it mechanically transcribes each field (date, merchant, amount, etc.), marks unclear content rather than guessing, and ensures data traceability. It includes mechanisms such as batch reconciliation and recheck-and-resubmission to guarantee accurate line counts and amounts. The plugin follows specific field rules, does not infer “expected” data, relies solely on image recognition, and requires manual handling of ambiguous information.