Operations made simple with AI

Telecommunications Case Study

In-House Intelligence for Network Optimization Cost Reduction

The client

A European Tier-1 telecom operator that faced a strategic shift: to transform its Managed Services contract by insourcing key network optimization tasks while operating under a reduced budget.

The challenge

To automate the day-to-day network optimization and troubleshooting tasks to at the maximum level to secure and even improve the network performance.

Their main issues before the implementation of the solution were:

Cost Constraints
Highly manual optimization process that made it impossible to reduce outsourcing costs.

Inconsistent Quality
Results varied significantly, depending on the individual skills of engineers, without a standardized approach.

Resource Limitations
Scaling the in-house engineering team was not feasible due to workload and budget restrictions.

The solution

Network Advisor was deployed nationwide to automatically detect the most significant low throughput related issues cell by cell.

On a daily basis it produced plans with root causes and associated actions that leveraged the AI/ML driven framework.

24 different root causes identified with associated actions, with all the ML model accuracy metrics >97%

Integrated ticketing system provided the ability to orchestrate and dynamically track the action plan

Benefits for the client

Automated Action Plans at Cells Level

Precise, scalable optimization across the network.

Rapid Deployment in Just 2 Weeks

Fast setup and integration, accelerating time-to-value and minimizing disruption to operations.

2.5x Augmentation Effect

Delivered the equivalent impact of more than doubling the engineering team—without increasing headcount.

100% Consistency and 90% Accuracy

Reliable, repeatable results with minimal variation, supporting high-quality network performance.

90% Reduction in Troubleshooting Effort

Significantly less time spent on manual analysis, freeing up engineering teams for higher-value tasks.

Expansion to Other Areas

The solution was scaled to address additional challenges, including call drop rates, access issues, and sleeping cells.

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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