Smart Capex

SMART CAPEX


AI - Powered Return On Investment Optimization; Network Investment Challenges; Dependency on network planning teams to determine Next Best Investments; Misaligned network deployment plans, marketing priorities, customer experience, and ROI; Lack of visibility to network and customer experience capacity metrics and impact of network investments to these metrics; Inconsistencies between live networks and inventory systems impact an operator’s ability to effectively plan network growth and project revenues; Constant network changes, revisions, and updates

B-YOND’S AI SOLUTION


Data-driven ability to determine key investment areas and nodes based on Quality of Investment. Impact of investment on ROI (site profitability) and quality/customer experience metrics such as; Application or Video Throughput, VoLTE Call Quality etc. Ability to model “What If…” scenarios such as; impact on capacity due to spectrum carve, migration, technology shutdown, and new feature introduction.


 

Key features include

 

Unique Machine Learning (ML)

Model per node based on traffic profile, long-term seasonal, and short-term traffic variations.


 

Advanced Analytics and Summary

Dashboards indicating capacity adds and optimal solutions.


Geo-Spatial

Representation of capacity adds, key investment areas, and optimal solutions.


 

Graph theory + Meta data + Capacity

and Customer Experience data.



 

Business Benefits

 



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