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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Museum security automation case study

How A Leading Museum Automated Its Security Operations with Torq

August 10, 2026

This lean museum security team automated operations to keep pace with a rising threat level.

Torq at Black Hat 2026 — the booth, the tattoos, and the AI SOC Brain session

Black Hat 2026: AI SOC with a Brain, Tattoos, and Hot Dogs

August 10, 2026

Skeletons, tattoos, The Sphere, and the AI SOC Brain. Torq's full Black Hat recap.

SACR AI SOC Market Report recognizing the Torq AI SOC Platform as a leading Innovator

Torq Named a Leading Innovator in SACR 2026 AI SOC Market Report

SACR's AI SOC Market Report on why Torq owns the full loop, from triage through remediation.

Torq Mode: Creating an Iconic Enterprise Product Experience

Turning On Torq Mode

See how Torq Mode brings our bold brand into the product.

Torq SOC Brain, the learning layer of the Torq AI SOC Platform Blog

Torq SOC Brain™: The AI SOC That Learns, Not Just Remembers

Meet Torq SOC Brain, the learning layer that makes the Torq AI SOC Platform learn like...

2026 AI SOC roadmap showing where security teams are expanding AI in the next 12 months

The 2026 AI SOC Roadmap: Where SOC Teams Are Headed and How to Get There

Where 450 security leaders are expanding AI next — and what the architecture phase actually requires.

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.

BLOG SERIES

Context, Memory, and Learning in the AI SOC

Everyone’s chasing a smarter agent. But the model was never what held the SOC back. The sharpest LLM still won’t know your environment, your team’s past calls, or where they draw the line on risk. That lives in the layer beneath the agents: context, memory, and learning. Torq’s AI research team breaks down how we build it.

Content

1 Torq Context Graph: Grounding the AI SOC

2 Torq Recall: Giving the AI SOC Memory

3 Torq Reflex: Teaching the AI SOC Judgment

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The 2026 AI SOC Leadership Report

January 22, 2026

What 450 security leaders reveal about AI adoption and what they want from an AI SOC.

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Agentic AI in the SOC

Agentic AI Security Guardrails: A Deployment Guide for SOC Leaders

May 21, 2026

Noam Cohen on the agentic AI guardrails every SOC needs before production deployment.

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SecOps just got its Cursor: Torq’s Agentic Builder. Agentic coding to remove the security engineering bottleneck.

From Intent to Outcome: How Agentic Coding is Transforming the SOC

March 17, 2026

Remove the security engineering bottleneck with agentic coding.

Read the Blog