Insights AI Governance Dashboard
The AI Governance Dashboard allows you to report on data captured by the AI Governance module. You can use the data on the AI Governance Dashboard to view information on object ownership, stage distribution, and workflow management to identify the governance efficacy of your AI programs readily.
The AI Governance Dashboard includes the following tabs: Risk Overview | Projects Summary | Models Summary | Datasets Summary | Performance Summary. The following sections provide additional details about each tab.
To access the Insights AI Governance Dashboard, navigate to Reports > Dashboards. Then enable the Insights dashboards setting.
Risk Overview Tab
The Risk Overview tab provides a way to view the aggregated risks across your AI inventories so you can gain better visibility for risk management. To understand how this dashboard generates risk data using our available risk attributes, see Risk Aggregation Scoring in AI Inventories.
The following metrics are available on the Risk Overview tab:
- Field
- Description
- Inventory Type
-
Select one or more AI Inventories (AI agents, AI systems, Projects, Models, or Datasets) to adjust the data displayed in the dashboard tiles.
- Date Range
-
Adjust the time period for the data displayed in the dashboard tiles.
- Total Risks
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Total number of risks across the inventory types selected.
- Target Risk Score
-
Aggregated Target Risk Score for all selected inventory types.
- Inherent Risk Score
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Aggregated Inherent Risk Score for all selected inventory types.
- Residual Risk Score
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Aggregated Residual Risk Score for all selected inventory types.
- What is the distribution of risk?
-
Total number of risks grouped by risk level.
Click each bar to display only data for that particular level throughout the dashboard. Click the bar once more to return to the original view.
- What inventory is most affected by risks?
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Displays each available inventory alongside its associated risks.
Click each bar to display only data for that particular inventory throughout the dashboard. Click the bar once more to return to the original view.
- How many risks are created over time?
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Displays the total number of risks across the specified date range, with each risk level represented by a color.
Click each bar to display only data for that particular risk level throughout the dashboard. Click the bar once more to return to the original view.
- How are you responding to risks?
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Displays the total count of risks according to each risk stage.
Click each bar to display only data for that particular risk stage throughout the dashboard. Click the bar once more to return to the original view.
- How are we tracking against our target risk?
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Displays the aggregated inherent score set against the minimum and maximum of your target score.
- Risk details table
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The list of risks, along with their Risk ID, Risk Name, Risk Level, Source, and Source type. The data in this table will be sorted and filtered to match what you click in the other charts and graphs.
Projects Summary Tab
The Projects Summary tab provides quantitative data on your active projects, their stage status, and distribution across owners and organizations.
The following metrics are available on the Projects Summary tab:
- Field
- Description
- Select Workflow
-
Select one or more workflows to adjust the data that appears in the dashboard tiles. The data can also be adjusted using the filters in the Filter pane.
- Filter by Project Owner
-
Select one or more Project Owners to adjust the data that appears in the dashboard tiles. The data can also be adjusted using the filters in the Filter pane.
- Projects List
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A small table that maps the Project ID to the Project Name in numerical order.
- Created Date
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Date range of when the Project was created.
Drag the slider to adjust the time period of the data that displays in the dashboard tiles.
- Deadline
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Date range of the assigned completion deadlines for the projects in the organization.
Drag the slider to adjust the time period of the data that displays in the dashboard tiles.
- Number of Projects
-
Total number of projects across the organization.
- What stage are the Projects currently in?
-
Graph representing the number of projects in each workflow stage.
Click one or more stages to display associated project data in the dashboard tiles. Click the stage name once more to return to the original view.
- Identify the type of projects
-
Graph representing the number of projects according to their type.
Click one or more project types to display associated project data in the dashboard tiles. Click the project type(s) once more to return to the original view.
- How many Projects does the individual Project owner own?
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Graph representing the number of projects for each project owner.
Click one or more project owner names to display associated project data in the dashboard tiles. Click the project owner name(s) once more to return to the original view.
- Identify Projects Per Organization
-
Graph representing the number of projects per organization level.
Click one or more organization levels to display associated project data in the dashboard tiles. Click the organization name(s) once more to return to the original view.
Models Summary Tab
The Models Summary tab provides context on when models were registered, applied learning models across all models, the distribution across task types and stages, and model owner information.
The following metrics are available on the Models Summary tab:
- Field
- Description
- Select Workflow Type
-
Select one or more workflows to adjust the data that appears in the dashboard tiles. The data can also be adjusted using the filters in the Filter pane.
- Filter by Model Owner
-
Select one or more Model Owners to adjust the data that appears in the dashboard tiles. The data can also be adjusted using the filters in the Filter pane.
- Models List
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A small table that maps the Model ID to the Model Name in numerical order.
- How many Models have been registered over time?
-
Graph representing the number of models created over time according to the Created Date value.
Hover over a model count to display the exact date when the models were created.
- Number of Models
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Total number of models across the organization.
- How many Models are distributed across individual task types?
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Graph representing the number of models distributed across each task type.
Click one or more task types to display associated model data in the dashboard tiles. Click the task type(s) once more to return to the original view.
- What are the different learning analysis across all Models?
-
Graph representing the number of models by Learning Analysis type across all models.
Click one or more learning analysis types to display associated model data in the dashboard tiles. Click the learning analysis type(s) once more to return to the original view.
- How does the stage distribution look across all Models?
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Graph representing the number of models by stage across all models.
Click one or more stage names to display associated model data in the dashboard tiles. Click the stage name(s) once more to return to the original view.
- How many models does each Model owner own?
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Graph representing the number of models owned by each model owner in the organization.
Click one or more model owner names to display associated model data in the dashboard tiles. Click the model owner name(s) once more to return to the original view.
Datasets Summary Tab
The Datasets Summary tab displays an overview of the datasets used by the organization, including information on functions, origin sources, and recorded types.
The following metrics are available on the Datasets Summary tab:
|
FIeld |
Description |
|---|---|
|
Filter by Organization |
Select one or more Organizations to adjust the data that appears in the dashboard tiles. The data can also be adjusted using the filters in the Filter pane. |
|
Filter by Dataset Owner |
Select one or more Dataset Owners to adjust the data that appears in the dashboard tiles. The data can also be adjusted using the filters in the Filter pane. |
|
Datasets List |
A small table that maps the Dataset ID to the Dataset Name in numerical order. |
|
What are the functions of all Datasets? |
Graph representing the number of datasets by their listed function. Click one or more function types to display the associated dataset data in the dashboard tiles. Click the function type(s) once more to return to the original view. |
|
Number of Datasets |
Total number of datasets across the organization. |
|
Total Record Count |
Total number of dataset records across the organization. |
|
What are the sources of the Datasets? |
Graph representing the number of datasets by data source. Click one or more data sources to display the associated dataset data in the dashboard tiles. Click the data source(s) once more to return to the original view. |
|
What type of Datasets are recorded? |
Graph representing the number of datasets by type. Click one or more types to display the associated dataset data in the dashboard tiles. Click the type(s) once more to return to the original view. |
Performance Summary Tab
The Performance Summary tab provides a unified view of usage and risk across AI agents and models. Use the information on this tab to understand how AI assets are being used, identify agents and models that require attention, monitor PII exposure, and compare token consumption across your organization.
The following metrics are available on the Performance Summary tab:
- Field
- Description
- Inventory Type
-
Select one or more inventory types: Agent or Model, to adjust the data displayed in the dashboard tiles.
- Model
-
Select all models or a specific model to adjust the data displayed in the dashboard tiles.
- Agent
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Select all agents or a specific agent to adjust the data displayed in the dashboard tiles.
- Organization
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Select all organizations or a specific organization to adjust the data displayed in the dashboard tiles.
- Total Agents
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Total number of AI agents included in the selected data.
- Total Models
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Total number of models included in the selected data.
- Total Models with Evaluations
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Total number of models with evaluation metrics available.
- Overall usage of agent
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The cumulative number of invocations to date for the top 10 agents.
- Top agents by usage and corresponding risk
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Displays the agents with the highest usage and their corresponding risk scores.
- Yearly Metrics Overview
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Displays usage and monitoring metrics over time, including agent usage and total token usage for models.
- Outbound PII Discovered
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Displays PII detected in AI outputs, including the source of the detection when available. AI Guard SDK integration is required for SDK-based classification of prompts and responses.
- Tokens consumed on model basis
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Displays the input and output tokens consumed by each model.
- Tokens consumed on agent basis
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Displays the input and output tokens consumed by each agent.