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Consolidate bank statements into a spending dashboard with Claude

Miles Deutscher reportedly uses Claude to merge monthly bank statements into a dashboard, visualize spending, compute metrics and analyze portfolio allocation.

Time saved
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Setup time
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Use case overview

Miles Deutscher reportedly uses Claude to merge monthly bank statements into a dashboard, visualize spending, compute metrics and analyze portfolio allocation.

Reported experience

  1. What they did

    Miles Deutscher drags monthly bank statements into Claude. The model consolidates the statements, builds a dashboard for spending visualization and calculations, and analyzes portfolio allocation. The user double-checks outputs because the model can hallucinate.

  2. How it went

    This let him handle his basic passive portfolio without full-time high-cost advisers, though he still seeks occasional consulting advice.

  3. Worth knowing

    Always verify AI outputs manually as hallucinations remain possible.

Example prompts

Try with Claude Cowork
I've put my monthly bank statements from [months] in [folder]. Merge them into one spreadsheet, categorize each transaction, and build a dashboard showing spending by category, monthly totals, and [metrics, e.g. savings rate]. If I add [portfolio holdings file], also show my allocation by asset type. Finish by telling me the three biggest things you notice, and do not change or delete my original files.
Sales · Beginner
  1. Form submit
  2. Fetch company site
  3. Claude scores fit

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Customer Support · Intermediate
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  2. Claude classifies
  3. Draft from help docs

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Coding · Intermediate
  1. PR opened
  2. Copilot inline review
  3. Claude risk summary

Automated first-pass review on every pull request

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