Attackers scale deception with AI. Defenders need truth at machine speed

As attackers leverage AI to generate convincing phishing at scale, defenders must prioritize data integrity and rapid evidence correlation. Building a defensive control plane that preserves evidence, reaches data across systems, adds business context, and governs agent actions becomes essential for trustworthy security operations.