Corporate-card reconciliation engine

A review queue that matches corporate-card lines to the evidence behind them — receipts, calendar, notes — pulled through an audited read-only data layer. Evaluated at 90–98% precision against the reconciled books, surfacing corrections along the way.

• Shaped in rounds of structured feedback with the finance lead, scoped to her actual week — what she checks, in what order, what "done" means — before it entered use.
• Domain rules encoded from the person who does the work, not guessed at
• Precision measured before anyone was asked to trust it