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To elevate technology service reliability, a proactive approach is essential. This article delves into strategies like predictive analytics, anomaly detection, and risk mitigation. From analyzing historical data to real-time monitoring and capacity planning, the aim is to anticipate challenges before they occur. Anomaly detection acts as a frontline defense, identifying unusual patterns and enabling dynamic adaptation. Risk mitigation involves redundancy planning, testing, security measures, and leveraging emerging technologies like AI and IoT. Proactive strategies not only prevent issues but also enhance overall system resilience and user satisfaction.

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