Accountant wants to analyze personal bank transaction data to find patterns, but existing AI tools like QuickBooks AI are unreliable and slow, creating more work than they save.

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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.