Reducing the Cyber Recovery Timeline introduces Druva’s Cyber Resilience Maturity Model, a five-level framework designed to close gaps between incident response, backup, and recovery. The paper explains why traditional security tools lack visibility into backup environments and how this blind spot delays detection and recovery. The maturity model progresses from foundational data immutability and backup security to advanced cyber remediation, investigation, and enhanced detection. Each level outlines practical questions, risks, and capabilities needed to identify clean data, prevent reinfection, and accelerate recovery. Real-world metrics highlight the rising cost and duration of cyber incidents, reinforcing the need for proactive data-centric detection. The paper positions backup telemetr

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