The Anatomy of Generative Data Visualization

To bypass sloppy AI defaults, you must combine raw data with explicit JSON design tokens before feeding it to the AI.

1. Raw Dataset

Clean CSV/SQL data, ready for analysis.

id,rev,region
1, 45, "NA"
2, 22, "EU"

2. JSON Design Schema

Strict rules enforcing brand aesthetics.

{
  "color": "#6A89A7",
  "pad": "48px"
}
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3. Generative Engine

The LLM applies the rigid JSON layout rules to the raw data schema dynamically.

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4. Bespoke Visual

A perfectly spaced, high-contrast, brand-aligned chart.