Home/ Part XII — Building Real Products (End-to-End Projects)/36. Project 5: Data-to-Insights Analyst Tool/36.4 Reproducible "analysis notebooks" from AI output

36.4 Reproducible "analysis notebooks" from AI output

Overview and links for this section of the guide.

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The Notebook Artifact

Instead of just showing the chart, generate a `.ipynb` (Jupyter Notebook) file as a downloadable artifact.

This file contains:

  1. The code the AI wrote.
  2. The chart it generated.
  3. Markdown cells explaining the logic ("First, I filtered for Q3...").

Why Notebooks?

This builds trust. The user can download the analysis, hand it to a data scientist, and say "Verify this." It turns the AI from a black box into a draft generator.

Where to go next