Manual transaction categorization consumes 2-3 hours per client per month for repetitive vendor transactions, wasting time that could be spent on higher-value advisory work.

Generate a build spec

User stories, data model, API surface and a two-to-four week MVP cut — grounded in what these 1 reports actually said. Markdown you can paste into a coding agent.