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.