Transaction Categorizer

Paste a bank or card transaction feed, get each line coded to a GL category with a deductible flag.

A self-running bookkeeping clerk that codes the bank feed nobody wants to touch. Paste a batch of raw bank or credit-card lines (date, description, amount) and it returns each one mapped to a general-ledger category, marked business or personal, flagged deductible or not, with a confidence score and a low-confidence pile for human review. It only reads the lines you hand it; it never connects to a bank. Example input: "2025-06-03 SQ *BLUE BOTTLE COFFEE $6.50 | 2025-06-04 AMZN MKTP US*2K4XY $89.20 | 2025-06-05 DELTA AIR 0061234567 $412.00 | 2025-06-06 GUSTO PAYROLL FEE $46.00". Example output: strict JSON with lines[] (desc, category, business, deductible, deductiblePct, confidence, review) and reviewCount.