AI & Security Automation Blog Posts & Articles | Torq

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Agentic AI automates the open-ended investigation playbooks never could. David Melamed on what that changes, and why verifiable evidence matters most.

From Playbooks to Reasoning: What Agentic AI Actually Changes

A former CISO on measuring AI SOC ROI beyond hours saved, and deciding with evidence.

How to Measure AI SOC ROI: Beyond Hours Saved

Torq Retrospects moves years of SOC case history into Torq in under an hour, untouched.

Torq Retrospect: Your SOC’s Past Shouldn’t Be the Price of Switching

AI SOC adoption across the first 90 days

AI SOC Adoption: Where to Start in the First 90 Days

David Melamed's essay on why SOAR never delivered a self-running SOC

The Autonomous SOC Was a Promise SOAR Never Kept

A CISO’s guide to AI SOC differentiators: context, memory, and autonomy

Three AI SOC Differentiators That Separate Real From Marketing

Torq REV: The Channel Program Built for the AI SOC Era

SOC maturity measured by decision quality, not tool count

Rethinking SOC Maturity: Stop Counting Tools, Start Measuring Decisions

SOC bottleneck versus tool sprawl

More Tools Never Fixed the SOC: The Bottleneck Was Never Visibility

Torq Auto Triage delivers agentic auto triage with a brain: accurate verdicts in seconds that keep improving.

Auto Triage with a Brain