Prerequisites
- A Fenra account with transaction data
- Access to the dashboard (any user role can create dashboards)
Quick Start: Using a Template
The fastest way to create a dashboard is to start with a pre-built template:1
Navigate to Dashboards
Go to Dashboards in the main navigation, then click “Create Dashboard”.

Image Placeholder: This should show the Dashboards page with:
- List of existing dashboards (if any)
- “Create Dashboard” button
- Template gallery or template selection option
2
Choose a Template
Select a template that matches your use case:
AI Cost Overview
Comprehensive view of total spending, provider breakdown, and top contributors.
Production Monitoring
Focus on production environment spending with real-time metrics.
Development Analytics
Track development and staging environment costs separately.
Feature-Specific Costs
Monitor spending for individual product features.
Provider Comparison
Side-by-side comparison of costs across different AI providers.

Image Placeholder: This should show a template gallery with:
- Template cards with preview images
- Template names and descriptions
- “Use Template” or “Select” buttons
- Preview on hover or click
3
Customize the Template
Once you’ve selected a template, you’ll enter the dashboard builder. The template comes pre-configured with widgets, but you can customize everything:
- Modify widgets - Change data sources, filters, or visualization types
- Add widgets - Add additional widgets from the widget library
- Remove widgets - Remove widgets you don’t need
- Rearrange - Drag and drop widgets to reorganize the layout
4
Save Your Dashboard
Click “Save” in the top right, give your dashboard a descriptive name, and optionally add a description.

Image Placeholder: This should show the save dialog with:
- Dashboard name input field
- Description textarea (optional)
- Save button
- Cancel button
Building from Scratch
If you prefer to build a custom dashboard from scratch:1
Start with a Blank Dashboard
Click “Create Dashboard” and select “Start from Scratch” instead of choosing a template.

Image Placeholder: This should show an empty dashboard builder with:
- Empty canvas area
- Widget library sidebar
- “Add Widget” button or widget palette
- Dashboard settings/configuration panel
2
Add Your First Widget
Click “Add Widget” or drag a widget from the library onto the canvas. Choose from:
- Metrics Cards - Display key metrics like total spend
- Time Series Charts - Show spending trends over time
- Breakdown Charts - Visualize spending distribution
- Data Tables - Display detailed data
-
Top Contributors - Show top spenders
Image Placeholder: This should show the widget library with:
- List of available widget types
- Icons for each widget type
- Descriptions of what each widget shows
- “Add” or drag-to-add functionality
3
Configure the Widget
Click on the widget to open the configuration panel:

Data Source
Data Source
Choose what data the widget displays (total cost, transaction count, etc.)
Time Range
Time Range
Set the time period for the widget (Last 7 days, Last 30 days, custom range, etc.)
Filters
Filters
Apply filters to focus on specific data (providers, models, environments, features)
Visualization Options
Visualization Options
Customize chart types, colors, and display options
Size and Position
Size and Position
Adjust widget size and position on the canvas

Image Placeholder: This should show the widget configuration panel with:
- Data source dropdown
- Time range picker
- Filter section with checkboxes/dropdowns
- Chart type selector
- Color scheme options
- Size controls
- Live preview of changes
4
Add More Widgets
Continue adding widgets to build out your dashboard. Common patterns:
- Start with metrics - Add key metric cards at the top
- Add trends - Include time series charts for spending trends
- Show breakdowns - Add pie or bar charts for distribution
- Include details - Add tables for detailed data
5
Arrange the Layout
Organize your widgets:
- Drag and drop - Rearrange widgets by dragging them
- Resize - Adjust widget sizes to emphasize important metrics
- Group - Place related widgets near each other
-
Use sections - Add section headers to organize widgets
Image Placeholder: This should show a dashboard with:
- Multiple widgets arranged in a grid
- Different widget sizes
- Section headers (optional)
- Clean, organized layout
6
Set Dashboard Filters
Configure dashboard-level filters that apply to all widgets:
- Default date range - Set the default time period
- Global filters - Apply filters that affect all widgets
- Quick filters - Add filter buttons for common views
Dashboard-level filters provide consistency across widgets, while individual widgets can have their own specific filters for detailed analysis.
7
Save Your Dashboard
Click “Save”, give your dashboard a name and description, then click “Save Dashboard”.
Common Dashboard Patterns
Executive Dashboard
Create a high-level dashboard for executives:1
Add Key Metrics
Add large metric cards showing total spend, transaction count, and average cost.
2
Add Provider Breakdown
Include a pie chart showing spending by provider.
3
Add Spending Trends
Add a line chart showing spending trends over time.
4
Add Top Contributors
Include a table showing top 5 contributors to spending.
Feature Monitoring Dashboard
Track spending for specific features:1
Set Feature Filter
Configure dashboard-level filter for a specific feature.
2
Add Feature Metrics
Add widgets showing feature-level spending, usage, and trends.
3
Add Cost Breakdown
Include breakdowns by model or provider for the feature.
4
Add Usage Patterns
Show usage patterns and trends for the feature.
Sharing Dashboards
Share your dashboard with team members:1
Open Dashboard Settings
Click the settings icon or menu on your dashboard.
2
Configure Sharing
Choose sharing options:
- Private - Only you can view
- Team - All team members can view
- Specific members - Share with selected team members
3
Set Permissions
Choose whether others can edit the dashboard or only view it.
4
Save Settings
Save your sharing configuration.
Image Placeholder: This should show the sharing dialog with:
- Sharing level options (private, team, specific members)
- Member selection (if sharing with specific members)
- Permission options (view only, can edit)
- Save button
Best Practices
Start with Templates
Use templates as starting points rather than building from scratch. You can always customize later.
Focus on Key Metrics
Don’t overcrowd dashboards. Focus on the 5-10 most important metrics for your use case.
Use Consistent Time Ranges
Keep time ranges consistent across widgets for easier comparison.
Organize Logically
Group related widgets together and use clear section headers.
Test with Users
Share draft dashboards with intended users to ensure they provide needed insights.
Keep Updated
Periodically review and update dashboards to ensure they remain relevant.
Next Steps
After creating your dashboard:- View Dashboard Overview - Learn more about dashboard features
- Set up Alerts - Get notified about spending thresholds
- Generate Reports - Create detailed reports from dashboard data
Related Documentation
- Custom Dashboard Overview - Comprehensive guide to dashboard features
- Dashboard Overview - Learn about the default overview dashboard
- Cost Explorer - Detailed cost analysis tools