Two-stage GL transaction scrutiny. Stage 1 runs deterministic coding rules in your browser at zero AI cost; only semantically ambiguous transactions go to Claude Haiku (temperature 0, cached repo context). Every verdict traces to a rule ID, an alignment citation, or an adjudication tied to the transaction. Download a branded review workbook.