Macro Shifts Forcing a Security Reset
Innovation is accelerating faster than any other time in history. For CIOs and securityleaders, frontier AI is accelerating vulnerability discovery, exploit generation, and attack weaponization faster than organizations can patch. Traditional human-speed patching cycles are now a losing battle against adversaries who use the latest AI models to discover and exploit vulnerabilities at scale.
As the vulnerability-to-exploit timeline approaches zero, organizations can increasingly be exposed before patches are developed and deployed.
Security architectures are at a breaking point, pressured by three macro shifts:
- Frontier AI models: Frontier AI turned defender lead times in the negative, with attackers hitting up to 7 days before a patch exists.
- Attacker infrastructure at scale: AI and automation allow attackers to rapidly discover targets, automate reconnaissance, and build evasive infrastructure to launch and sustain attacks.
- The cryptographic reset: Shortening certificate lifecycles and emerging quantum threats are turning digital trust into a high-velocity business risk that can no longer be managed through manual processes.
