Practitioners lack clear, standardized workflows for safely using AI on client documents, particularly for number-heavy tasks like reconciliations.

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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.