AI-Driven vRAN Planning & Group Center Optimization

Automated GC, vCU, and vDU mapping using machine learning clustering algorithms for large-scale 4G/5G virtual RAN deployments.

Core Capabilities:

• K-means clustering for optimal GC assignment

• 5,000+ sites / 15,000+ cells automated planning

• PCI/RSI/PRACH/PUSCH validation

• Modular GUI-based software platform

• Live network rollback & safety controls

Impact:

• 400+ engineering hours saved in 3 months.

• Planning time reduced from hours to minutes.

• Scalable greenfield and brownfield deployment support.