Articles
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What Is an Agentic Security Operations Platform (ASOP)?
How ASOP differs from AI SOC and Agentic SOC, why it sits on the control plane, and how you keep control of it.
What Is an Agentic Security Operations Platform (ASOP)?
How ASOP differs from AI SOC and Agentic SOC, why it sits on the control plane, and how you keep control of it.


What Is Alert Triage? A Complete Guide for SOC Teams
A practical guide to alert triage: what it is, how the process works, who owns it, and how AI is changing it when kept under a harness with human oversight and full auditability.
What Is Alert Triage? A Complete Guide for SOC Teams
A practical guide to alert triage: what it is, how the process works, who owns it, and how AI is changing it when kept under a harness with human oversight and full auditability.


What Makes an AI Security Agent Production-Ready?
Building an AI security agent is no longer the hard part. Getting one to investigate an alert, call a few tools, and produce a convincing verdict is now well within reach for most teams. The harder problem is making that agent reliable enough to run continuously against production systems, without creating new operational risk.
What Makes an AI Security Agent Production-Ready?
Building an AI security agent is no longer the hard part. Getting one to investigate an alert, call a few tools, and produce a convincing verdict is now well within reach for most teams. The harder problem is making that agent reliable enough to run continuously against production systems, without creating new operational risk.


Why AI SOC Is Becoming a Feature, Not a Category
Yes. AI SOC is commoditizing. What was a differentiator in 2025 is now an expectation any vendor holding alert data can claim, which turns autonomous triage into a feature rather than a standalone category. The durable advantage is moving to whoever owns the full loop, from signal to resolution, with reasoning bounded inside a harness and humans in the loop. AI SOC did not fail. It moved the bottleneck from detection to decision.
Why AI SOC Is Becoming a Feature, Not a Category
Yes. AI SOC is commoditizing. What was a differentiator in 2025 is now an expectation any vendor holding alert data can claim, which turns autonomous triage into a feature rather than a standalone category. The durable advantage is moving to whoever owns the full loop, from signal to resolution, with reasoning bounded inside a harness and humans in the loop. AI SOC did not fail. It moved the bottleneck from detection to decision.


Autonomous SOC Explained: From Alert Triage to Full Response
An autonomous SOC pairs deterministic workflows with reasoning agents to triage, investigate, and respond. Analysts move to Tier 3 incidents, DFIR, and security engineering.
Autonomous SOC Explained: From Alert Triage to Full Response
An autonomous SOC pairs deterministic workflows with reasoning agents to triage, investigate, and respond. Analysts move to Tier 3 incidents, DFIR, and security engineering.


AI SOC vs Traditional SOC: Which "Traditional" Are You Actually Running?
Most comparisons of AI SOC vs traditional SOC get the baseline wrong. They describe a fully manual SOC, all human analysts and alert queues, and then compare it against agentic AI. That SOC is the 2003 SOC. It still exists, but it's not that common anymore.
AI SOC vs Traditional SOC: Which "Traditional" Are You Actually Running?
Most comparisons of AI SOC vs traditional SOC get the baseline wrong. They describe a fully manual SOC, all human analysts and alert queues, and then compare it against agentic AI. That SOC is the 2003 SOC. It still exists, but it's not that common anymore.


What Is Security Automation?
Security automation executes repeatable security procedures, including alert triage, incident response, and compliance checks, without manual effort. Learn what to automate, which tool types to consider, how AI agents fit in, and how to get started.
What Is Security Automation?
Security automation executes repeatable security procedures, including alert triage, incident response, and compliance checks, without manual effort. Learn what to automate, which tool types to consider, how AI agents fit in, and how to get started.


What Is SOC Automation?
SOC automation applies workflows and AI agents to run repetitive security operations center work: alert triage, enrichment, and response. Agents reason and workflows execute inside a platform-enforced harness, with human-in-the-loop control and full auditability. It is the SOC-scoped slice of the broader security automation category.
What Is SOC Automation?
SOC automation applies workflows and AI agents to run repetitive security operations center work: alert triage, enrichment, and response. Agents reason and workflows execute inside a platform-enforced harness, with human-in-the-loop control and full auditability. It is the SOC-scoped slice of the broader security automation category.


Top 10 AI SOC Vendors in 2026: A Practitioner's Comparison
An honest comparison of the 10 best AI SOC platforms in 2026, with transparent scoring, real pricing models (not invented numbers), and guidance on when a competitor is the better buy.
Top 10 AI SOC Vendors in 2026: A Practitioner's Comparison
An honest comparison of the 10 best AI SOC platforms in 2026, with transparent scoring, real pricing models (not invented numbers), and guidance on when a competitor is the better buy.


Enterprise Claude governance with your SIEM and BlinkOps
A reference architecture for governing Claude across the enterprise - Compliance API, OpenTelemetry, SIEM detection, and BlinkOps correlation and response.
Enterprise Claude governance with your SIEM and BlinkOps
A reference architecture for governing Claude across the enterprise - Compliance API, OpenTelemetry, SIEM detection, and BlinkOps correlation and response.
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