Telecom Digital Twins: Network Language Model for Diagnostic and Resolution

Customer Challenge:

• Multi source network data
• Large volume of network data for conventional tooling
• Complex and big data analysis
• Lac of tools to accurately model acquisitions and churns
• Lacking to scale up the mapping tools to 5G levels

Introducing Telecom Digital Twins:

Tech Mahindra’s Telecom digital twin brings the power of Nvidia and Azure services to provide a comprehensive offering, designed to help telecom organizations transition their AI use cases in the areas of infrastructure re-conciliation, network planning and roll out, real time operations and maintenance.

Telecom digital twins with NVIDIA Omniverse on Azure cloud is an AI solution which accelerates & templatizes photorealistic 3D modelling of 10s of 1000s of antennas mapped to actual physical location in a virtual environment with operational controls & ability to run network simulations using synthetic data AND real time analytics using data streaming for the telecom companies. It offers comprehensive, real-time and reliable 360-degree view into the site and asset environment

Our Advisory & Consulting Services:

1. Customized GenAI Studio
2. Enterprise knowledge Search
3. Data augmentation for models
4. Responsible AI adoption

Possible Scenarios:

• Consulting
• Pre-built solution implementation
• Proof of concepts
• Third party solution implementation
• Tuning of the deployment models
• Validation and testing of AI models and hyperparameters
• Validation of data quality for bias, anomalies and privacy

Business Benefits:

• Comprehensive, real-time and reliable 360-degree view into the site and asset environment
• Site capturing with:
  • Grid monitoring
  • Manage and track energy consumption optimally to save operational cost
• Prediction of procurement cycles saves almost 15-20% of CAPEX
• Ensure operational continuity