Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI SOC Metrics That Actually Matter: How to Measure Whether AI Is Working in Your SOC

Every security vendor shipping an AI product in 2026 makes the same promises. Faster triage. Shorter response times. Fewer false positives. Reclaimed analyst hours. But, six months after deployment, most security leaders still cannot answer a straightforward question from the board: Is this thing actually working?

Todd's Tenth Rule of certificate automation

I’m an old engineer at heart. Many of my ideals were formed by Joel’s Things You Should Never Do, Fred’s No Silver Bullet, and Brian’s Big Ball of Mud. One of my favorites was Greenspun’s Tenth Rule: The joke isn’t really about programming languages. It’s about a pattern: certain problems have a shape, and no matter how you approach them, you end up building the same solution, in the same order, until you arrive at the same messy place.

What SOC Analysts Actually Want From AI

See how Torq harnesses AI in your SOC to detect, prioritize, and respond to threats faster. Request a Demo Rick Bosworth is a cybersecurity marketing executive with nearly two decades of experience driving GTM strategy across technology startups. His uniquely technical perspective bridges the gap between complex solutions and practical customer outcomes. Rick has deep expertise spanning EDR, CNAPP, CWPP, AppSec, CTEM, and agentic SecOps.

Escalate unacknowledged login alerts with PagerDuty and Jira

What happens when a suspicious login fires and the user doesn't respond? This Tines flow handles it automatically, escalating to PagerDuty in minutes. Escalate alerts which users have not responded to shows you how to build a smart, automated response workflow that checks in with your user first — and only escalates if they don't reply in time. No more manual follow-ups, no missed alerts slipping through the cracks.

From 24/7 On-Call to Holidays Off: AI SOC Automation Results from Three Security Teams

See how Torq harnesses AI in your SOC to detect, prioritize, and respond to threats faster. Request a Demo John White is the Field CISO for EMEA at Torq. A respected security executive with more than 20 years of leadership experience, John previously served as CISO at Virgin Atlantic, where he led a multi-year transformation deploying the Torq AI SOC Platform to modernize cyber operations.

How Torq Optimizes Agentic SecOps From Detection Through Resolution with Google SecOps

See how Torq harnesses AI in your SOC to detect, prioritize, and respond to threats faster. Request a Demo The AI SOC is cybersecurity’s fastest-growing category, and for very good reason. Machine-speed threats demand machine-speed responses, and the $82.45 billion market forming around this reality reflects just how urgent that need has become. The Torq AI SOC Platform delivers agentic insights and the ability to streamline action across the full security stack.

Torq Leads Every Category in the 2026 KuppingerCole Analysts Leadership Compass: Emerging AI SOC

See how Torq harnesses AI in your SOC to detect, prioritize, and respond to threats faster. Request a Demo The security automation market just got its definitive evaluation and its new name. KuppingerCole Analysts is the global analyst firm that sets the benchmark for cybersecurity technology evaluations.

What Makes AI Agents Different from Traditional Automation Tools?

With the growing buzz around artificial intelligence, many businesses still struggle to separate hype from reality. Everywhere you look, tools are labeled as "AI-powered," yet a large portion of them are simply upgraded versions of traditional automation. This creates confusion for decision-makers who are trying to understand whether they truly need AI or if their existing systems are already sufficient.

You proved the value, finance is backing the growth: bringing Story copilot into the AI credit framework

It was a bold move, but our finance team was fully on board. They both approved and championed the approach. They wanted to see exactly how much value we could unlock for our customers. They didn't look at the resulting bill and ask us to slow down.