Modern enterprise environments are increasingly complex, with distributed applications, users, endpoints, and a rapidly growing number of IoT devices, along with both sanctioned and unsanctioned tools being introduced continuously. As attack surfaces expand across endpoints, networks, and cloud environments, security teams face growing difficulty in protecting assets both inside and outside the traditional network perimeter. Although organizations deploy more security controls, this often results in an overwhelming volume of alerts where important signals are lost in noise. Security analysts must frequently switch between disconnected tools that fail to integrate or correlate data across the full technology stack. As a result, security data is often collected and analyzed in isolation, red

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