AI-Powered Anomaly Detection

Automatically detect anomalies and accelerate RCA and issue resolution.

Extend KALIX with Automated Anomaly Detection

Filtering issues from the mass of data to which you are exposed is a growing challenge. With Today’s network complexity manual investigations and legacy alerting mechanisms is not enough to give you the scale you need to identify and categorize anomalies.

We’ve introduced an automated approach that enables your team to operate more efficiently, exposing and prioritizing anomalies, both individually and in clusters. 

AI-Powered Anomaly Detection

Anomalies represent deviations from expected performance in your network, indicating service impacting issues — now or in the future. AI-powered, anomaly detection means that you can automatically track KPIs, so you can focus on those that matter to your business.

Algorithms will automatically learn from the data and create the needed thresholds to automatically identify anomalies for different time series KPIs. Anomalies are grouped and tagged with priority indicators and show the number of customers impacted. 

 

AI-Powered Anomaly Detection

Anomalies represent deviations from expected performance in your network, indicating service impacting issues — now or in the future. AI-powered, anomaly detection means that you can automatically track KPIs, so you can focus on those that matter to your business.

Algorithms will automatically learn from the data and create the needed thresholds to automatically identify anomalies for different time series KPIs. Anomalies are grouped and tagged with priority indicators and show the number of customers impacted. 

 

How Does Automated Anomaly Detection Boost Network Performance?


Self-Adapting

The AI powered anomaly detection function continuously learns from your unique input data to automatically adjust thresholds, so it’s optimized for your network – enhancing accuracy for your team and driving focused incident responses.

 

Cluster Anomalies

Group anomalies that relate to specific services – and view a timeline that highlights severity and frequency. You can view segments and dimensions associated with each deviation, enabling you to prioritize actions.

 

AI Summaries

Add your own troubleshooting steps and comments to detected anomalies through the integrated knowledge base management backend – so the solution learns from your inputs and generates tailored summaries and recommendations.


More Use Cases for Telecom Operations


Cross-Domain Event Correlation for Telecom Operations

Cross-Domain Event Correlation

Advanced Correlation of Events Across Domains​

Issues originating at higher levels of the network topology can propagate downwards to lower layers. To address this, our solution leverages advanced correlation capabilities across domains, allowing the root problem to be precisely identified.

 

RAN Monitoring with ML-enhanced geolocation Polystar interface in laptop

RAN Monitoring

Use our ML-Driven Geolocation to Spot Coverage Issues

Our RAN monitoring solution visualizes radio performance data on Google Maps, offering a clear, geographic view. This enables users to analyze and resolve network coverage issues while pinpointing root causes.

Young Woman who is gaming on her home desktop computer

Fixed Broadband Monitoring

Ensure High Service Quality for Homes and Smart Offices

Households and small offices are increasingly relying on fixed broadband connectivity for their internet access and business needs. Our FBB solution provides service-aware monitoring and analytics for any fixed-access technology.


Telecom Industry Insights

GenAI in Telecom

Bridging the Divide Between Adoption and Transformation

Generative AI is reshaping the telecom industry, but moving from early adoption to true transformation is a challenge many organizations struggle with.

This webinar will uncover the realities of GenAI in enterprise settings and provide actionable insights to help you bridge the gap.

Telecom Industry Insights

GenAI in Telecom

Bridging the Divide Between Adoption and Transformation

Generative AI is reshaping the telecom industry, but moving from early adoption to true transformation is a challenge many organizations struggle with.

This webinar will uncover the realities of GenAI in enterprise settings and provide actionable insights to help you bridge the gap.

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Discover how Polystar can elevate your incident isolation, tracking and performance delivered to your customers!


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