Security Hyperautomation Blog | Torq®

Surviving the AI SOC Apocalypse

Survive the apocalypse and find the AI SOCs that actually
take action.

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The 2026 AI SOC Leadership Report Series

We surveyed 450 security leaders to find out what AI is actually doing inside the SOC.

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A security leader's checklist of questions to ask AI SOC vendors in the AI SOC apocalypse

20 Questions Every Security Leader Should Ask Before Buying an AI SOC

The 20 questions to ask AI SOC vendors that survive the demo before you sign.

Comic-style illustration of four AI SOC vendor pretenders in the AI SOC apocalypse wasteland

The Four Biggest Gaps in Today’s AI SOC Vendor Market

Four kinds of AI SOC vendors that aren't really AI SOCs, and how to spot each.

Surviving the AI SOC Apocalypse

Survive the apocalypse and find the AI SOCs that actually take action.

Torq Reflex learning analyst judgment in the Torq AI SOC Platform

Torq Reflex: Teaching the AI SOC Judgment

How Torq Reflex learns your team's judgment from every correction your analysts make.

Claude Mythos and the agentic AI SOC response with the Torq AI SOC Platform

Claude Mythos Broke the SOC. Agentic AI Fixes It.

How an agentic AI SOC answers the Claude Mythos threat with machine-speed triage, investigation, and response.

Context, Memory, and Learning in the AI SOC

The layer beneath the agents: context, memory, and learning.

Torq Recall building SOC institutional memory for automated, deterministic triage

Recall Brings Implicit Learning to the SOC

How Torq Recall turns resolved cases into automated triage precedent and lasting SOC institutional memory.

A 2026 mid-year lookback on why triage-only tools fall short and how Torq runs the full lifecycle.

From Alert Triage to Remediation: The Actual AI SOC Lifecycle

A mid-year lookback on why triage-only tools fall short.

AI SOC Context Graph grounding security agents in live environment context

Grounding the AI SOC: The Context Graph Problem

An AI SOC agent is only as good as the picture it reasons from.

Gartner AI Vendor Race report names Torq the company to beat in AI SOC Agents for Threat Investigation

Gartner® Names Torq as Company to Beat in AI SOC Agents for Threat Investigation in May 2026

Gartner® named Torq the Company to beat in AI SOC Agents for Threat Investigation.

Security automation support team collaborating on workflow optimization

“A Thousand Times Better”: What Vendor Support Looks Like When It’s Actually Built for Your Success

What vendor support actually looks like when your security automation partner is invested in your success.

AI-driven security automation in 2026 with the Torq AI SOC Platform

Security Automation Doesn’t Mean What It Used To: A 2026 Practitioner’s Guide

What AI-driven security automation means in 2026 and how enterprise SOCs are putting it to work.