The AI Insights Dashboard

In an environment of rapidly changing business and user expectations driven by an explosion of connectivity requirements from the edge to the cloud, a new approach to network management is required. Aruba AIOps (Artificial Intelligence for IT operations) is the next generation of AI-powered solutions that integrates proven Artificial Intelligence solutions with recommended and automated action to provide both fast response to identified problems, along with proactive prediction and prevention.

With data leveraged from huge network management systems, Aruba Central (on-premises)and built-in AI Insights proactively identifies and solves issues, and provides pinpoint configuration recommendations. The result of this AI based mechanism has enabled a consistent, reliable, and timely flow of information about the network performance, that helps IT work faster despite the increasing demand and complexity that a network often brings. All of this comes from Aruba advantage in accessing an enormous volume and variety of data that is factored into insights. Aruba does not collect or process personal data.

The AI Insights dashboard displays a report of network events that could possibly affect the quality of the overall network performance. These are anomalies observed at the access point, connectivity, and client level observed in the network for the selected time range. Each insight report provides specific details on the occurrences of these events for ease in debugging.

To launch the AI Insights dashboard, complete the following steps:

1. In the Network Operations app, set the filter to Global.
2. Under Manage, click Overview > AI Insights.

   The Insights table is displayed. AI Insights listed in the dashboard are sorted from high priority to low priority.

3. Click the arrow against each insight to view the details.

Figure 1  Insight Anomaly

Callout Number	Description
1	Click this arrow to expand any specific insight to view further details.
2	Displays the insight severity, using the following colors: Red—High priority Orange—Medium priority Yellow—Low priority
3	Short description of the insight.
4	Insight Summary displays the reason why the insight was generated along with recommendation. It also shows the number and percentage of failures that occurred against each failure reason. Static—These reasons rely on Aruba's domain expertise. Dynamic—These reasons are generated based on error codes that is received from infrastructure devices.
5	Time Series graph is a graphical representation of the events that occurred for the selected time range.
6	Category of the insight. Insight category can be filtered by clicking the filter icon.
7	Short description of the impact.
8	Cards display additional information specific to each insight. Cards might vary for each insight based on the context the insight is accessed from. For more information, see Cards.

All AI Insights observed for the network are listed in the AI Insights dashboard in the Global context. Alternatively, AI Insights reports for a specific site, device, or a client can be viewed by selecting the appropriate context. For more information on available insights and the context, see Insight Context.