White Paper

The Evolution of Service Assurance From Reactive to Predictive Models

The Evolution of Service Assurance From Reactive to Predictive Models

This white paper explains how telecom service assurance is evolving from reactive troubleshooting to proactive and now predictive models as 5G, cloud, IoT, SDN/NFV, and edge make networks more complex. It contrasts legacy, incident-driven NOC work with proactive monitoring, analytics, dashboards, and root-cause engines that cut downtime and churn. It then describes predictive assurance using big data, AI/ML, IoT telemetry, and cloud scale to forecast failures, trigger preventive actions, and enable closed-loop automation and autonomous networks. The paper highlights benefits such as higher reliability, lower OPEX, new premium SLA-based services, and stronger loyalty through proactive, transparent communication.

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