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How to automate reports and dashboards?

Short answer

Reports are automated by connecting the data sources (accounting, CRM, warehouse, online store) to a single report that updates itself. The manager gets a dashboard or an e-mail every morning, and nobody copies data into Excel spreadsheets any more. AI can add a short summary of what matters most.

Why reports take so much time

The data lives in different programs. To prepare a report, someone exports it, copies it into Excel, fixes the formats and checks the formulas. If this is done every week, it adds up to one or more working days a month.

What an automated report looks like

  1. Data collection — systems are connected via an API or a scheduled import.
  2. Combining — the data is linked (for example, sales with inventory and costs).
  3. Report — a dashboard or PDF that updates on a schedule.
  4. Alerts — a warning when a figure crosses a threshold (low stock, overdue payments).
  5. AI summary — in a few sentences: what has changed and what needs attention.

Where to start

Pick one report you prepare regularly and write down where each number comes from. That’s the foundation for automation. If everything currently happens in Excel, see how to automate work with Excel.

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