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Threat hunting support: Tools that help security analysts investigate and analyze threats in detail. Cloud and hybrid environment support: Ability to secure modern IT environments. Some advanced solutions also use packet-level analytics to provide high-fidelity insights into network activity, helping organizations detect even the most sophisticated cyberattacks. Competitive Landscape and Vendor Positioning The SPARK Matrix™ provides a detailed comparison of leading Network Detection and Response vendors based on two key parameters: technology excellence and customer impact. This framework helps organizations evaluate vendors and choose the right solution based on their security needs. Leading vendors in the report are recognized for their strong capabilities in AI-driven analytics, scalability, integration, and ease of deployment. Many vendors are focusing on cloud-native architectures to improve performance and reduce operational complexity. 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