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A Data App allows you to visualize and embed AI model predictions into business applications. This guide walks through the setup steps to publish your first Data App using a connected AI/ML model.

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Step 1: Select a Model

  1. Navigate to Data Apps from the sidebar.
  2. Click Create New Data App.
  3. Select the AI model you want to connect from the dropdown list.
    • Only models with input and output schemas defined will appear here.

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Step 2: Choose Display Type

Choose how the AI output will be displayed:
  • Table: For listing multiple rows of output
  • Bar Chart / Pie Chart: For aggregate or category-based insights
  • Text Card: For single prediction or summary output
Each display type supports basic customization (e.g., column order, labels, units).

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Step 3: Customize Appearance

You can optionally style the Data App to match your brand:
  • Modify font styles, background colors, and borders
  • Add custom labels or tooltips
  • Choose dark/light mode compatibility
📌 Custom CSS is not supported; visual changes are made through the built-in configuration options.

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Step 4: Configure Feedback (Optional)

Enable in-app feedback collection for business users interacting with the app:
  • Thumbs Up / Down
  • Rating Scale (1–5, configurable)
  • Text Comments
  • Predefined Options (Multi-select)
Feedback will be collected and visible under Reports > Data Apps Reports.

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Step 5: Save & Preview

  1. Click Save to create the Data App.
  2. Use the Preview mode to validate how the results and layout look.
  3. If needed, go back to edit layout or display type.

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Next Steps