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Solution

GenAI | Oversight for Root cause analysis in 5G core

Today, the world stands at a critical juncture.


The rise of 5G technology represents not just progress, but a transformation that promises to revolutionize industries, economies, and our daily lives.
However, with this unprecedented advancement comes equally significant challenges. The complexity of 5G networks presents new issues concerning network stability, monitoring, and optimization. To fully realize the potential of 5G, there is an urgent need for intelligent systems capable of monitoring these networks, identifying problems, and correlating customer impact—all through the power of automation.

The Solution

Leverages GenAI to enhance root cause analysis in 5G core networks.It combines smart issue identification with generative context-oriented insights to boost operational efficiency, identify problems accurately, and provide healing recommendations and tailored reports for engineering teams.


Solution Benefits

  • Streamlines operations and proactive issue resolution, minimizing disruptions.
  • Reduces the impact on customer services due to core infrastructure issues.
  • Simplifies decision-making for engineering teams with semantically tailored insights and avoids complex technical dashboards.
  • Facilitates integration into self-healing mechanisms, optimizing network responsiveness.

Solutions Challenges

  • Operational inefficiencies due to integration challenges from multiple vendors and sparse data sources.
  • Reduced actionability of insights due to the complexity of produced insights.

Get in touch with us!

Lead Data Scientist | Capgemini Engineering

Big Data/ AI Engineer | Capgemini Engineering