Adaptive algorithms learning from attack patterns to evolve defenses in dynamic enterprise environments. Integration of AI agents across cloud, endpoints, and SOCs to enhance US corporate threat resilience. AI-driven processes that automate threat detection and response, reducing manual workloads in enterprise security operations.