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AI Fluency · Proposed experience

Make Your Data Make Sense

Von der Tabelle zum klaren Überblick.

Turn a spreadsheet into a useful dashboard. Choose meaningful measures, check the calculations and make uncertainty visible before drawing conclusions.

Who it is for.

Project teams and people who need to explain information clearly.

What to bring.

Bring one manageable spreadsheet, a question it should help answer and someone who understands its meaning. Use non-sensitive or synthetic data and a prepared dashboard environment.

What you take away.

  • A dashboard prototype based on an agreed sample dataset.
  • A plain-language guide to measures, sources and known data gaps.
  • A calculation check and a documented refresh procedure.
1 day · Indicative durationData and dashboard lab
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The challenge.

A polished chart can make weak data look persuasive. How do you create a useful overview that helps people ask better questions and understand what the numbers actually represent?

What you do.

  1. Define the decisions the dashboard should support. Inspect the spreadsheet and agree what each measure means, including units and missing values.

  2. Use AI to build a small dashboard with a few purposeful views. Compare calculations against hand-checked examples and trace figures back to the input.

  3. Test the dashboard with another participant and an updated sample file. Refine misleading labels, scales and messages, and document how to refresh it.

Show what you have learned.

Explain one measure without using the chart, reproduce a calculation and identify a conclusion the dashboard does not justify.