Leafly: Closing the month by exception, not by batch.
Transaction Review for an agentic general ledger. The AI categorizes ~95% of transactions continuously, so the books stay closed in real time; I designed the moment the product pauses for a human, the exception queue, the review surface, and the handoff that routes each question to whoever actually has the context. Desktop workspace for the accountant, glance-and-reassign on mobile for the owner and team.