Most organizations need six months or longer to roll out new security controls

Cisco gave the most weight in its scoring to internal friction, meaning the delays and turf problems inside a company that slow a security team when something changes. Cisco says frontier AI models can find software vulnerabilities at a scale and speed no human team working alone can match.