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What is Autonomous Security Operations (ASO)?

The definitive guide to the category that brings full autonomy to your entire security operations function. One platform, six stages, full autonomy.

David Colombo, Ethan GlennyMarch 10, 2026 · 15 min read

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AI Security AsymmetryINCIDENT ACTIVE

Same capability. Different access.

Research

Frontier AI Broke Out. Guardrails Blocked the Defenders.

The Hugging Face incident exposed a new security asymmetry: frontier models can execute long-horizon attacks across real infrastructure, while commercial safeguards can block legitimate forensic response.

David ColomboCEO & Co-Founder, Alaris · July 21, 2026

Kill Chain AnalysisMITRE ATT&CK

Initial AccessT1195.002

ExecutionT1059.006

Credential AccessT1552.001

PersistenceT1543.002

Lateral MovementT1021

ExfiltrationT1041

IOCmodels.litellm[.]cloudcheckmarx[.]zone

Research

Anatomy of a Supply Chain Breach: LiteLLM, TeamPCP, and 4TB of Stolen Data

A technical breakdown of the LiteLLM supply chain compromise that led to the exfiltration of 4TB of data from a $10 billion AI startup. We analyze the three-stage backdoor, map the full kill chain to MITRE ATT&CK, and document every indicator of compromise and detection opportunity that was missed.

David ColomboCEO & Co-Founder, Alaris · April 2, 2026

Security Operations Lifecycle

One platform. All six stages. Fully autonomous.

Industry

Is This the Future of Autonomous Security Operations (ASO)?

Security operations has evolved from manual triage to AI copilots. The next frontier is full autonomy. Here's what ASO looks like and why it matters.

David ColomboFounder & CEO, Alaris · March 24, 2026

Detection to response

Platform decides

Architecture determines outcome

Industry

ASO vs AI SOC

"AI SOC" has become a catch-all that covers everything from a chatbot bolted onto your SIEM to a fully autonomous platform. Anton Chuvakin drew the line years ago. Here is why architecture, not branding, determines whether AI actually transforms security operations.

David ColomboCEO & Co-Founder, Alaris · March 17, 2026

Platform

Use Cases

Resources

Company

What is Autonomous Security Operations (ASO)?

Frontier AI Broke Out. Guardrails Blocked the Defenders.

Anatomy of a Supply Chain Breach: LiteLLM, TeamPCP, and 4TB of Stolen Data

Is This the Future of Autonomous Security Operations (ASO)?

ASO vs AI SOC