G2M Customer Story

Enabling Data-Driven Fiber Expansion for a Private Equity-Backed Telecom Operator

Challenge

A private equity-backed telecom operator faced challenges in prioritizing fiber buildout investments across multiple markets. With a need to balance costs, maximize market potential, and address competition, the company sought a comprehensive, data-driven approach to identify high-potential areas for fiber expansion. Key obstacles included:

Disparate data sources and inconsistent integration processes.
Limited insights into customer propensity for adopting fiber services.
The need to optimize a sizable investment for maximum ROI.

Impact

G2M Insights partnered with the client to deliver a scalable framework for fiber buildout planning, leveraging advanced data modeling and market analytics to guide strategic investment decisions.

Solution

Data Integration and Market Profiling

Unified diverse data sources, including demographics, competitive intelligence, and customer lifestyle attributes, to build a comprehensive addressable market dataset. Tagged locations with competitive information and developed segmentation profiles for better targeting.

Propensity Modeling

Built a robust propensity model using state-of-the-art machine learning techniques to predict the likelihood of customer adoption in millions of potential expansion passings. Key model variables included population density, competitive mix, and customer demographics. Achieved high targeting performance.

Market Prioritization

Identified top markets for fiber investment, focusing on areas with high penetration potential. Analyzed competitive dynamics and potential cannibalization of legacy services to refine investment strategies.

Scalable Analytics Framework

Developed a market performance management process to enable continuous evaluation of market feasibility and fiber performance. Delivered descriptive analytics and interactive maps for visualizing high-potential areas.

Key Outcomes

Optimized Investment Allocation: Identified Tier 1 propensity neighborhoods covering serviceable passings, representing the highest ROI potential.

Enhanced Decision-Making: Provided granular insights into market dynamics, enabling targeted expansion strategies.

Scalable Framework: Established a repeatable and scalable analytics process for future fiber investments.

Competitive Advantage: Equipped the client with tools and capabilities to outperform competitors in high-opportunity markets.