AI is changing the economics of security: scale and speed matter more than ever. Adversaries can now discover, weaponize, and exploit weaknesses faster than traditional tools and human-paced workflows can respond. AI does not just raise the stakes; it breaks the model security teams have operated under for the last decade. Dozens of disconnected tools, delayed context, and manual workflows do not simply slow down defenses; they create exposure at the moment speed matters most. To meet this moment, security and engineering teams must work together to understand their attack surface as it is actually running in real-time, not as it appeared in yesterday’s scan; prevent exposure continuously; and detect and respond to attacks at machine speed. Learn how businesses like FanDuel and The Washington Post empower security and engineering teams to build scalable, reliable agentic defenses with Datadog.