This workflow automates the identification of co-channel and adjacent-channel conflicts in dense urban cores by analyzing 3D building data, real-time spectrum usage, and traffic patterns. It replaces reactive, post-deployment drive-testing and manual analysis, which is costly and slow. The operational upside comes from preventing service degradation before launch, reducing costly site revisits and redesigns by up to 40%, and accelerating network rollout timelines by weeks. Implementation integrates with geospatial platforms, propagation models like Atoll or EDX, and network inventory systems.




