Telecom Digital Twins: Network Language Model for Diagnostic and Resolution
Tech Mahindra Limited
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:
- Customized GenAI Studio
- Enterprise knowledge Search
- Data augmentation for models
- 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