Dashboards

Dashboards are the reporting and analytics layer of the Agent Management Platform. They provide a centralized, visual interface to monitor how AI agents perform, whether they comply with policies, and where operational bottlenecks exist. Instead of querying raw metrics or sifting through logs, dashboards surface the data that matters through interactive widgets, configurable layouts, and real-time trend indicators.

The platform ships with two standard dashboards — Compliance and Operations — each optimized for a specific persona. You can also create custom dashboards tailored to your team’s needs by combining built-in and custom widgets.

Overview

Section	Purpose
Dashboards Home	Access and pin dashboards from the sidebar
Manage Dashboards	Create, configure, and organize dashboards and widgets
Dashboard-Level Features	Apply global time ranges, filters, and layout changes
Widget-Level Features	Build, filter, and reuse individual visualizations
Compliance Dashboard	Curated view for governance personas
Operations Dashboard	Real-time operational visibility for operations managers

Why Dashboards Matter

AI agents operate at a scale and speed that make manual oversight impractical. A single agent can process thousands of sessions per day, invoke dozens of tools, and interact with multiple models and policies. Without a dedicated analytics layer, critical signals — rising error rates, policy violations, or latency spikes — can go unnoticed until they impact end users or breach compliance requirements.

Key Capabilities

Capability	Description
Manage Dashboards	Create, configure, and organize dashboards and widgets from a centralized management page
Dashboard-Level Features	Global time range, filters, and layout editing that apply across all widgets
Widget-Level Features	Create, configure, filter, and reuse individual visualizations across dashboards
Compliance Dashboard	A curated view for governance personas covering policy compliance rates, violation breakdowns, and trend data
Operations Dashboard	Real-time visibility into latency, error rates, and run volumes for operations managers
Custom Dashboards and Widgets	Build dashboards from scratch with any combination of built-in and custom widgets
Interactive Drill-Down	Click any card or chart to navigate from high-level summaries into granular details
Widget Builder	Drag-and-drop interface to map dimensions and measures onto counters, line charts, bar charts, pie charts, gauges, and tables

Dashboards Home

When you navigate to Dashboards in the sidebar, you see the list of dashboards available in your project. Pinned dashboards also appear directly in the left navigation panel under Dashboards for quick access.

From this section you can:

• Open a standard or custom dashboard for analysis.
• Pin frequently used dashboards to the sidebar.
• Navigate to Manage Dashboards to create, edit, or organize dashboards and widgets.

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Manage Dashboards

The Manage Dashboards page lets you create, configure, and organize dashboards and their widgets. It provides two tabs — Dashboards and Widgets — to manage each independently.

Navigation: Dashboards → Manage Dashboards

Dashboards Tab

The Dashboards tab lists all available dashboards with their metadata and status.

Column	Description
Name	Dashboard name and description
Type	Standard (built-in) or Custom (user-created)
Status	Pinned or Unpinned; pinned dashboards appear in the sidebar navigation
Last Modified	Date of the most recent update
Actions	Options menu for pin, edit, or delete operations

Pin a Dashboard

Pinning a dashboard adds it to the sidebar navigation for quick access. Pinning is user-specific — each user manages their own pinned dashboards independently.

1. Open the Manage Dashboards page.
2. Locate the dashboard in the list.
3. Open the Actions menu (⋮).
4. Select Pin.

The dashboard now appears under Dashboards in the left navigation panel.

Create a Dashboard

1. On the Manage Dashboards page, click Create Dashboard.
2. Enter a dashboard name and description.
3. Add widgets from the widget library or create new custom widgets.
4. Arrange and resize widgets as needed.
5. Click Done Editing to save.

Widgets Tab

The Widgets tab lists all widgets created in the project with search and filter options.

Column	Description
Widget Name	Widget name and description
Type	Visualization type (metric, chart, table)
Category	Standard (built-in) or Custom (user-created)
Last Modified	Date of the most recent update
Created	When the widget was created
Created By	The user who created the widget
Actions	Preview the widget or access edit/delete options via the overflow menu (⋮)

You can filter widgets by type and category using the dropdown filters above the list.

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Dashboard-Level Features

Time Range Selector

The global time range selector applies to all widgets on the dashboard. Select a predefined range — from the last 1 hour to the last 180 days — or define a custom date range. When you change the time range, all widgets update to reflect the selected window. The trend comparison on counter widgets also adjusts: selecting Last 30 days compares against the 30 days before that.

Dashboard Filters

Dashboard-level filters apply across all widgets simultaneously. Instead of setting filters on each widget individually, apply a parent filter that governs the entire dashboard.

1. Click the Filter icon in the dashboard header.
2. Select one or more dimensions (for example, Agent Name, Project).
3. Choose the values to include.
4. Click Apply.

All widgets on the dashboard update to reflect the applied filter.

Smart Filters: Describe the filter you want to apply in natural language, and the platform automatically configures and applies the appropriate filter across all widgets.

Edit Layout

Customize the dashboard layout by resizing and rearranging widgets.

1. Click the edit icon in the dashboard header to enter edit mode.
2. Drag widgets to reposition them.
3. Resize widgets by dragging their edges (for example, make a chart half-width or full-width).
4. Click Done Editing to save the layout.

Export

Dashboards support exporting data to PDF and CSV formats for reporting and offline analysis. Scheduled exports allow you to automate recurring report delivery.

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Widget-Level Features

Widgets are the building blocks of dashboards. Every visualization you see on a dashboard is a saved widget. You create widgets independently and then add them to one or more dashboards.

Create a Widget

You can create widgets from two entry points: the Widgets tab on the Manage Dashboards page, or directly within a dashboard while editing.

1. Navigate to Manage Dashboards → Widgets and click Create Widget. Alternatively, open a dashboard in edit mode and click Add Widget → Create New.

2. Enter a Widget Name (for example, “Policy Name by Pass Rate”).

3. Configure the widget using the drag-and-drop builder:

   Field	Description
   X-Axis (Dimension)	Drag a categorical field from the left panel onto the dimension drop zone. Dimensions are string or enum fields such as Span Type, Model Name, Model Provider, Tool Name, or Policy Name
   Metric Series (Measure)	Drag a numerical field onto the measure drop zone. Measures are calculated fields such as Session Count, Latency, Error Count, or Policy Pass Rate
   Color / Series (Dimension)	Optional. Add a grouping dimension to break data into color-coded series (for example, group by Agent Name to see per-agent breakdowns)
   Re-label Axis	Optional. Override the default axis labels with custom text

4. Select a visualization type from the Preview toolbar.

5. Review the live preview on the right panel.

6. Click Save Widget.

Use the Widget Library

The Widget Library provides a catalog of pre-configured built-in widgets you can use as starting points.

1. From the widget builder, click Widget Library (top-right).
2. Browse the available built-in widgets.
3. Select a widget to copy its configuration.
4. Click Copy widget configuration.
5. Modify the copied configuration as needed — change dimensions, measures, or chart type.
6. Save as a new widget.

Widget-Level Filters

Individual widgets support their own filters, independent of the dashboard-level time range. This allows you to create side-by-side comparisons within the same dashboard — for example, one widget filtered to Agent A and another to Agent B.

1. Click the Filter icon on a widget.
2. Select a dimension to filter by (for example, bar, line, type).
3. Choose one or more values.
4. Click Apply.

A filter icon appears on the widget header when a filter is active. Click Clear Filter to remove it and return to the unfiltered view.

Add a Widget to a Dashboard

1. Open the target dashboard.
2. Click Add Widget.
3. Choose from:
   • Standard Widgets — Select from the list of built-in widgets.
   • Custom Widgets — Select from your saved widgets.
   • Create New — Build and add a widget in one step.

The widget appears at the bottom of the dashboard layout. Resize or reposition it as needed.

Dimensions and Measures Reference

Widgets are built by combining dimensions (categorical fields) and measures (numerical fields). The left panel of the widget builder displays all available fields with their data types.

The list of dimensions and measures updates as new telemetry fields are added to the platform. Check the widget builder for the most current set of available fields.

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Compliance Dashboard

The Compliance dashboard is a curated view designed for the governance persona. It surfaces policy compliance rates, violation breakdowns, and trend data to help you assess your governance posture at a glance.

Navigation: Dashboards → Compliance

Header Controls

Control	Description
Time Range Selector	Filter all dashboard data by a predefined or custom date range
Refresh	Manually refresh all widgets to display the latest data
Done Editing	Save layout changes after resizing or rearranging widgets

Default Widgets

Widget	Description
Total Runs	Displays the total number of sessions executed. Shows a trend indicator comparing the current period against the previous equivalent period
Violations Overview	Displays the total policy violation count with a trend indicator relative to the previous period
Policies Applied	Displays the number of policies applied within the selected time range, with a trend comparison
Violations by Type	Breaks down violations by policy category, grouped by policy severity
Recent Violations	Lists violations from the last 24 hours with details for quick review
Policy Adherence	Plots the policy success rate per policy name over time, filterable by project
Violation Trends	Plots the violation count over the last six months to identify patterns and seasonal trends

Trend Comparison

Each counter widget displays a trend comparison against the previous equivalent period. For example, if you select Last 30 Days, the platform compares the current 30-day totals against the preceding 30 days and displays the percentage change. If the previous period value is zero, the platform caps the trend at 100% or hides it.

Operations Dashboard

The Operations dashboard is optimized for operations managers who need real-time visibility into system performance, error rates, and latency across AI agent runs.

Navigation: Dashboards → Operations

Header Controls

Control	Description
Total Runs	Total number of sessions executed. Displays trend comparison against the previous period
Avg Latency	Average latency across all sessions. The trend indicator shows change relative to the previous period
Error Rate	Count of sessions in error status. Includes period-over-period trend

Default Widgets

Widget	Description
Span Latency per Type	Breaks down span latency by span type (RAG, LLM, Tool, Framework, Agent) to identify performance bottlenecks
Violations Overview	Displays the total policy violation count with a trend indicator relative to the previous period
Tool Latency per Tool	Displays latency per tool name to pinpoint slow-performing tools
Violations by Type	Breaks down violations by policy category, grouped by policy severity
Recent Violations	Lists violations from the last 24 hours with details for quick review
Policy Adherence	Plots the policy success rate per policy name over time, filterable by project
Violation Trends	Plots the violation count over the last six months to identify patterns and seasonal trends

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