Dropzone AI Blog

148 SOC analysts ran live AI SOC agent investigations in a controlled CSA study. 94% rated AI more positively after, with zero detractors. See the data.

How SOC analyst job descriptions change as AI agents take over Tier 1 work: skill priorities flip and a new agent-tuning role emerges by 2030.

Phishing detection flags the email; blast radius analysis traces what happened next across email, identity, endpoint, and network. Why SOCs get stuck.

Claude Mythos signals a shift in AI-powered attacks. Here's how an AI SOC investigates every alert, exposes zero-day exploits, and contains the blast radius.

Customize your AI SOC Analyst with three levers: Scope of Work, Authorization, and Business Context. A practitioner's guide to tuning Dropzone.

Walk through a Monday in an agentic SOC. AI agents investigate alerts, run overnight hunts, and operationalize intel while you focus on strategy.

AI has industrialized cybercrime. 2026 threat research shows how attackers at every skill level scale up, and what defenders need to keep pace.

Dropzone's first CS hire on building a scalable customer success function from scratch—the playbook that moved our NPS from 52 to 66 in under a year.

Seven threat hunting mistakes that keep programs from scaling, from IOC-only hunts to ignoring clean results. Here's what to fix and how AI agents help.

AI agent guardrails keep autonomy safe in the enterprise. See how structured autonomy preserves investigation speed without losing control or auditability.

AI in SOC operations closes the cognitive bottleneck engineers and attackers already broke through. See how machine-scale investigation gives defenders the same leverage.

Microsoft Defender flagged it as suspicious. Dropzone AI agents investigated and confirmed an active Axios supply chain attack at multiple customers.