PM AI Security
(2026 Edition)
5 dynamics and 5 metrics for AI security PMs.
Build AI Security PM Skills — Free →5 Dynamics
Adversaries use AI too — offensive capability is rising fast
Alert triage is the biggest SOC win — AI reduces noise dramatically
Autonomous response is controversial — humans still gate high-impact actions
AI red-teaming is a new category — probing model and prompt vulnerabilities
Model supply chain security is a new concern — adversarial fine-tuning, data poisoning
5 Metrics
Alert reduction percentage
Mean time to detect / respond
False positive rate
Coverage across MITRE ATT&CK tactics
Analyst satisfaction with AI triage
FAQ
Is the SOC headed toward autonomy or AI-assisted?
AI-assisted for another 3–5 years, then selective autonomy on low-risk actions. Full SOC autonomy requires too much trust in probabilistic systems to be acceptable soon. The most defensible product bet: AI handling the 80% of routine triage, humans handling the 20% requiring judgment.