The problem
Security Was Built for a Pre-AI world
Modern infrastructure spans cloud systems, applications, identities, and third-party services.
Software today is:
- AI-developed
- rapidly deployed
- constantly changing
But most security workflows still rely on manual reviews, fragmented tooling, and point-in-time assessments.
The result: real vulnerabilities slip through while teams spend time triaging noise.