Revenue Assurance Dashboards Uncovering $2M in Billing Leakage for a Broadband Provider
A broadband provider suspected revenue leakage but lacked visibility. We deployed Power BI revenue assurance dashboards — uncovering $2M in billing discrepancies and enabling real-time ARPU monitoring.
About the Client
The Challenge
A broadband provider suspected revenue leakage but lacked visibility. We deployed Power BI revenue assurance dashboards — uncovering $2M in billing discrepancies and enabling real-time ARPU monitoring. The organization had reached an inflection point — network monitoring relied on legacy NMS tools with high alert fatigue — operators couldn't distinguish genuine issues from noise. Customer churn was analyzed quarterly in spreadsheets, not predicted in real-time. BSS/OSS systems designed a decade ago couldn't support modern service launches.
FCC regulations, CPNI privacy requirements, and carrier-grade SLA standards added complexity that generalist technology vendors consistently underestimated. Previous initiatives had stalled because the technology partner didn't understand these constraints — delivering solutions that technically worked but failed compliance review or didn't fit operational workflows.
The executive sponsor set clear expectations: measurable impact within one quarter. They needed a partner with both analytics & bi expertise and telecommunication domain knowledge — someone who could deliver quickly without creating compliance risk or workflow disruption.
Our Approach
We designed a phased approach optimized for speed-to-value:
KPI Discovery (Weeks 1-2)
Identified metrics with stakeholders. Assessed data sources and quality.
Data Pipeline (Weeks 2-4)
Built pipelines from source systems into semantic model. Automated refresh with error alerting.
Dashboards (Weeks 3-6)
Built Power BI dashboards with drill-down, cross-filtering, and mobile-responsive design.
Security (Weeks 5-7)
Row-level security. Certified datasets. Governance policies.
Adoption (Weeks 6-9)
Role-specific training. Self-service for power users. Monthly review cadence.
Results
Technologies Used
Key Takeaways
If your organization is facing a similar challenge, here's what we learned:
Telecommunication domain expertise eliminated the learning curve. Understanding FCC regulations, CPNI privacy requirements, and carrier-grade SLA standards and operational workflows from day one meant we delivered in 8-12 weeks — not the 6-9 months that generalist vendors typically require for telecommunication projects.
Compliance-first design prevents costly rework. We built FCC regulations, CPNI privacy requirements, and carrier-grade SLA standards requirements into the architecture from week 1 — not as a post-deployment audit fix. Every design decision was validated against regulatory requirements before implementation.
User adoption requires workflow-native design. Telecommunication professionals won't change how they work to use a new tool. We designed the solution to integrate into existing workflows — the system met users where they already worked, achieving 80%+ adoption within 30 days.
Measurable outcomes sustain executive support. We defined success metrics before building anything. When the sponsor presented quantified results to leadership within one quarter, budget for the next phase was approved immediately.
Facing a Similar Challenge?
We deliver analytics & bi solutions for telecommunication organizations — typically within 8-12 weeks.