Home
Vantage IQ
Learn more about Vantage IQ, our AI-based engine for advanced OT cybersecurity analytics.
Queries
With Vantage IQ, you can create charts, graphs, and AI calculations.
Cluster
Use the cluster command to group rows by recognized patterns and identify outliers in your data.

Vantage IQ
Learn more about Vantage IQ, our AI-based engine for advanced OT cybersecurity analytics.
- Requirements
  Most Vantage IQ features require a Vantage IQ license; limited IQ summaries are available without a license.
- IQ assistant widget
  The IQ assistant widget gives you access to the Vantage IQ assistant from any page, without leaving your current view.
- Assistant
  The Assistant page lets you ask questions about your environment. The Vantage IQ assistant uses artificial intelligence (AI) that is connected to your Vantage instance.
- Insights
  The Insights page shows a dynamic summary of all the insights for your organization. The table shows a row for each insight, which relates to items within the environment that need to be addressed. Severity level and last trigger time determine the sort order.
- Time Series
  The Time Series page uses machine learning to detect and forecast abnormal network activity across your sensors and numeric variables.
- IQ summaries
  IQ summaries appear as a summary bar at the top of multiple pages in Vantage, providing a quick overview of Vantage IQ insights relevant to that page.
- Queries
  With Vantage IQ, you can create charts, graphs, and AI calculations.
  - Cluster
    Use the cluster command to group rows by recognized patterns and identify outliers in your data.
  - Compare
    Use the compare command to evaluate differences between two datasets or time periods.
  - Correlation
    Use the correlation command to discover relationships between fields or metrics in your data.
  - Describe
    Use the describe command to generate a statistical summary of a dataset, including counts, ranges, and distributions.
  - Forecast
    Use the forecast command to predict future values based on historical trends in your data.
  - Pivot
    Use the pivot command to reshape query results by rotating row values into columns for cross-tabulation.
  - Popular
    Use the popular command to identify the most frequently occurring values in a dataset.
  - Simplify
    Use the simplify command to reduce query output to its key patterns, making large result sets easier to interpret.
  - Timeline
    Use the timeline command to display events or metrics in chronological order for time-based analysis.
  - Versus
    Use the versus command to compare two specific entities or metrics side by side.
  - Visualize
    Use the visualize command to render query results as a chart or graph for at-a-glance interpretation.

Cluster

Use the cluster command to group rows by recognized patterns and identify outliers in your data.

Usage: <field> | cluster <number>

Description: Group different rows in several clusters based on automatically recognized patterns within the data.

Example: assets | cluster

Vantage IQ query result showing assets grouped into automatically recognized clusters — Figure 1. Query result: assets | cluster

Example: assets | cluster 3

Vantage IQ query result showing assets grouped into three clusters — Figure 2. Query result: assets | cluster 3