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Research

The Integration Gap: Why 73% of Enterprise SOC Teams Are Working in the Gap

Our inaugural research report on the state of enterprise security automation. Survey data from 200+ SOC managers on tool fragmentation, manual handoffs, and the cost of the gap between detection and response.

12 min read Read the research →
Blog

What "AI-Native SOC" Actually Means — And What It Doesn't

Everyone's selling AI-native security. Most of it is a chatbot bolted onto a SIEM. Here's what real AI workflow build looks like: narrow agents, evaluated outputs, and guardrails your team controls.

8 min read Read more →
Blog

The Playbook Pattern: How to Write Automation Your SOC Actually Trusts

Bad automation is worse than no automation. A practical guide to writing playbooks with explicit break-glass points, analyst-in-the-loop design, and rollback paths that work.

10 min read Read more →
Research

LLM Triage Accuracy Benchmarks: Evaluating AI Alert Classification in Production

Quantitative evaluation of LLM-based tier-1 triage across 50K+ historical alerts. Precision, recall, escalation rates, and the confidence thresholds that separate safe auto-resolve from dangerous overreach.

15 min read Read the research →
Blog

Zero Trust for the SOC: Why Your Internal Tools Need the Same Treatment

Your perimeter is zero trust. Your SIEM console is open to anyone on the VPN. How to extend zero trust principles to your security tooling — and why Cloudflare Tunnels are the right architecture.

7 min read Read more →
Press

Quandry Labs Launches Enterprise Security Automation Consulting

Quandry Labs announces its founding offering: system integration, automation design, and AI workflow build for enterprise security teams operating in the gap.

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