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Telecommunications Case Study

Driving Network Quality and Efficiency Through Automated RF Action Plans

The client

A Latin American Tier-1 telecom operator transitioning radio optimization activities back in-house from a major network equipment provider.

The challenge

While insourcing the optimization activities, the operator faced critical capacity challenges in interference-limited environment. At the same time, the operator needed to reduce its overall optimization budget. Traditional ways of working were clearly limited due to:

  • Cost Constraints
    The highly manual optimization process made it impossible to reduce outsourcing costs, limiting the operator’s ability to achieve savings under the existing model.
  • Inconsistent Quality
    Optimization efforts delivered no tangible results and were heavily dependent on the individual skills of engineers, with no standardized or automated approach in place.
  • Resource Limitations
    Expanding the in-house engineering team was not feasible due to budget constraints, and outsourcing was no longer a strategic option.

The solution

Network Advisor was deployed to improve network quality in major city covering 3G and 4G networks through focused RF shaping recommendations.

AI/ML model included geolocated information from existing customer solution

RF optimization executed in open loop but possibility to close the loop ​ ​

Benefits for the client

Automated RF Shaping Action Plans

Designed to reduce interference and improve both quality and capacity, while also enhancing coverage across the network.

Rapid SaaS Deployment in Just 1 Week

Cloud-based setup enables immediate integration and results, accelerating time-to-value with minimal operational disruption.

Unmatched Productivity Gains

Delivers, within minutes, the equivalent of 40 man-days of expert-level work for every cluster of 500 sites—dramatically increasing operational efficiency.

100% Consistency and 90% Accuracy

Validated by Tier-1 engineers, the solution ensures reliable, repeatable outcomes with minimal variation across optimization tasks.

Scalable, High-Impact Optimization

Empowers engineering teams to focus on strategic initiatives by automating complex RF tasks at scale.

Discover the Cutting-Edge Telecom Solutions

Up to 90% reduction in manual troubleshooting and 100% consistency in network diagnostics.

Complete triage analysis,
90% classification accuracy,
100% consistency.

95% ticket avoidance and a 98% reduction in resolution time for network and service-related issues

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