AI Dashboard Generator
Transform your data into actionable insights instantly with ML Clever's AI Dashboard Generator. Our revolutionary platform automates the entire dashboard creation process, delivering comprehensive analytics in seconds.
How It Works
Our AI Dashboard Generator uses advanced algorithms to analyze your data and create strategically organized, multi-page dashboards that tell the complete story of your data.
Planning
The AI analyzes your dataset and plans a multi-page dashboard structure with distinct focus areas.
Component Selection
Based on your data, the AI selects the most appropriate visualization components for each dashboard page.
Dashboard Creation
The system builds a complete, interactive dashboard with optimized layouts and data connections.
Creating Your AI Dashboard
Our platform offers two methods for generating AI dashboards, giving you control over the level of customization you need.
AI Suggested Mode
Let our AI analyze your data and create an optimal dashboard structure with no additional input required.
- Select your dataset
- Choose "AI Suggested" mode
- Click "Create Dashboard"
- Our AI handles the rest
Perfect for quick insights when you're not sure what visualizations you need
Custom Prompt Mode
Describe exactly what visualizations and analysis you need for your specific business questions.
- Select your dataset
- Choose "Custom Prompt" mode
- Enter your specific instructions
- Click "Create Dashboard"
Ideal when you have specific metrics or relationships to analyze
Available Dashboard Components
Our AI Dashboard Generator selects from a variety of visualization components based on your data characteristics and analysis needs.
| Component | Best Used For |
|---|---|
| KPI Metric Cards | Displaying key performance indicators and summary metrics |
| Bar Charts | Comparing categorical data across different groups |
| Line Charts | Showing trends over time and continuous relationships |
| Pie Charts | Displaying composition and proportional relationships |
| Leaderboards | Ranking items by performance metrics |
| Correlation Heatmaps | Revealing relationships between multiple numerical variables |
| Scatter Plots | Examining relationships between two variables |
| Histograms | Analyzing distributions of numerical data |
Writing Effective Custom Prompts
When using Custom Prompt mode, follow these best practices to get the most out of your AI-generated dashboard:
Prompt Structure
- Be specific about the metrics you want to analyze
- Mention any specific time periods of interest
- Identify categories or segments to compare
- Explain the business questions you're trying to answer
Example Prompts
- "Create a sales dashboard showing revenue trends, top products, and regional performance"
- "Analyze customer churn with a focus on usage patterns before cancellation"
- "Show marketing campaign performance with ROI metrics and channel comparison"
- "Build a financial overview that highlights expense categories and budget variance"
Customizing Your AI Dashboard
After your dashboard is generated, you can further customize it using our intuitive tools:
Drag and resize components
Rearrange the layout by dragging components and resizing them to fit your needs
Add new components
Create additional visualizations to complement the AI-generated components
Modify component settings
Fine-tune visualizations by adjusting data sources, metrics, and display options
Change dashboard theme
Apply different color schemes and fonts to match your brand identity
Edit page configuration
Rename pages, add new pages, or reorganize content across pages
Lock important components
Prevent accidental changes by locking components in place
Troubleshooting Dashboard Generation
If you encounter issues while generating dashboards, try these common solutions:
| Issue | Solution |
|---|---|
| Generation fails immediately | Check that your dataset is properly formatted with clean data. |
| Process starts but never completes | Try using a smaller dataset or refresh the page and try again. |
| Dashboard doesn't reflect prompt | Make your custom prompt more specific or try the AI Suggested mode instead. |
| Missing expected visualizations | Add components manually or regenerate with a prompt that explicitly mentions needed visualizations. |
Key Features
Lightning-Fast Creation
Generate complete dashboards in under 30 seconds, saving hours of manual work that would normally be spent on cleaning data, selecting charts, and designing layouts.
Multi-Page Intelligence
Our AI builds strategically organized, multi-page dashboards that tell the complete story of your data, with overview pages and detailed analysis sections tailored to your dataset.
Smart AI Dashboards
Unlike rigid templates, our AI studies your specific data and business needs to create custom dashboards instantly, automatically spotting what matters in your industry and finding important metrics.
Interactive Analytics
Click on data points to see what's behind them, connect to live data for real-time updates, and try different scenarios to see possible outcomes through interactive visualizations.
No Technical Skills Required
Analyze complex data in seconds without coding or data science experience, with plain-language explanations of findings and recommendations for follow-up analyses.
Secure Sharing
Share dashboards with colleagues and clients in just a few clicks, with intuitive controls to grant specific access permissions and automatically include necessary datasets.
Next Steps
Once you've created your AI-generated dashboard, explore these additional features: