AI Market Mix + 5G Targeting (Huawei)

Telecom commercial and network planning required data-driven models for expansion, pricing, and customer targeting.

Market mix modeling + geospatial analysis → targeting strategy design → stakeholder decision support for rollout and pricing.

Generated US$40M in purchase order uplift and increased targeting efficiency by 39%; reduced churn by 5% via predictive segmentation.