News & Insights - Numo Data

Semantic digital twin helps Vodafone Germany improve end-to-end network visibility and data quality management.

In June 2025, Vodafone Germany took a major step toward autonomous network operations, adopting EXFO’s semantic digital twin solution. Building on its EXFO heritage, NumoData is poised to excel in servicing the growing industry trend reflected by Vodafone’s decision.

From reactive to predictive: AI-powered common cause analysis stops problems from spreading.

Over the past year, major telecom outages—from BT in the UK to Optus in Australia and AT&T in the US—have disrupted emergency services, businesses, and millions of users. Common causes? Configuration errors, cascading failures, and slow root cause analysis.

Why AI projects fail without the right data — and what it means for telecoms.

A recent Gartner press release warns that poor data quality is jeopardizing enterprise AI efforts. With 63% of organizations unprepared or unsure about their data's readiness for AI, Gartner predicts that by 2026, 60% of AI projects lacking proper data management will be abandoned.

Digital twins. Reduce the risk, plan for the unpredictable.

A true digital twin isn’t just a mirror of reality, it’s a model that understands it. By adding meaning and relationships to data, semantic digital twins turn observation into action and create the foundation for trustworthy automation.

AI-driven operations aren't optional, they're survival. How to cut OPEX by 25% while network complexity explodes.

As telecom networks grow more complex and customer expectations rise, Communications Service Providers (CSPs) face a stark reality: AI-driven operations are no longer a strategic luxury - they’re a survival imperative.

Anomaly detection at machine speed: catch problems before customers do.

Technology infrastructures are more deeply interconnected than ever, and subscribers are increasingly hyper-connected. The pressure on operators to resolve problems before they impact users, is intense. What was once a competitive edge is now a baseline expectation.