Adaptive algorithms learning from attack patterns to evolve defenses in dynamic enterprise environments. Intelligent agents transforming Security Operations Centers by prioritizing alerts and boosting analyst efficiency. Autonomous AI systems handling real-time threat analysis and mitigation for scalable enterprise defenses.