Moving past autonomous exploitation to machine-speed security

The article argues that enterprise security is being outpaced by attackers because vulnerabilities are often exploited in hours while remediation still takes weeks, making traditional manual triage and patching too slow for modern risk. For CIOs and technology leaders, the strategic shift is to pair AI-driven detection with equally automated, policy-governed remediation—using multi-agent workflows, rich infrastructure and business context, and sandbox validation—to reduce exposure without breaking production. This implies IT organizations must redesign security operations around machine-speed decisioning, fine-grained access control, and continuous validation across applications and repositories.