Data Apps
Create a Data App
Step-by-step guide to building and configuring a Data App in AI Squared.
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.
Step 1: Select a Model
- Navigate to Data Apps from the sidebar.
- Click Create New Data App.
- Select the AI model you want to connect from the dropdown list.
- Only models with input and output schemas defined will appear here.
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).
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
๐ Custom CSS is not supported; visual changes are made through the built-in configuration options.
Step 4: Configure Feedback (Optional)
Enable in-app feedback collection for business users interacting with the app:
- Thumbs Up / Down
- Rating Scale (1โ5, configurable)
- Text Comments
- Predefined Options (Multi-select)
Feedback will be collected and visible under Reports > Data Apps Reports.
Step 5: Save & Preview
- Click Save to create the Data App.
- Use the Preview mode to validate how the results and layout look.
- If needed, go back to edit layout or display type.
Next Steps
- ๐ Embed in Business Apps: Learn how to add the Data App to CRMs or other tools.
- ๐ Feedback & Ratings: Set up capture options and monitor usage.
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