Models side by side

AI SOC analyst vs SOAR: which model fits your SOC?

The short answer

SOAR runs playbooks written in advance; an AI SOC analyst investigates each alert at run time. SOAR fits fixed, audited responses; the AI SOC analyst fits the long tail of alerts that each need different lookups. Many teams keep SOAR for the first and add AI for the second.

By The Triage Desk · AI Cyber Compare · Published 2026-10-08

Desk research from public vendor pages: vendor facts read September 2026, updated 2026-10-13. Editorial reading of what vendors publish; we did not run the products and did not interview vendors.

How do the two models divide the work?

Row	AI SOC analyst	SOAR
What you buy	Software. Your team stays accountable for the queue; the platform does the first pass on every alert.	Software plus the ongoing work of writing and maintaining playbooks.
Who decides	The agent reaches a verdict with evidence. Your team decides how far it may act alone: suggest, act after approval, or act on trusted categories.	The playbook author decides in advance. At run time the engine follows the logic, and people handle what the logic does not cover.
Fits when	The long tail of alerts, each needing different lookups, is where analyst time goes. You have analysts who can review verdicts and own the decisions. Playbook upkeep has become a job of its own.	Responses are fixed and audited, such as disabling a leaver's accounts or blocking a known-bad hash everywhere. You have engineers who can write and maintain playbooks. You need a very broad integration catalog for actions.
Strains when	Nobody is available to review or approve what the agent proposes. Your rules require a fixed, pre-approved response for every case. Your alert sources are not among the integrations the vendor supports.	Each alert needs a different set of lookups. A tool swap would break many playbooks at once. Playbook upkeep competes with investigation for the same people.

AI SOC analyst platform

SOAR playbook engine

Your analysts
Rules you write
AI agent
Provider's analysts
Shared
Not described

Stages where they differ:

Triage: AI SOC analyst AI agent, SOAR rules you write
Investigate: AI SOC analyst AI agent, SOAR shared
Respond: AI SOC analyst shared, SOAR rules you write
Tune: AI SOC analyst shared, SOAR your analysts
Nights and weekends: AI SOC analyst AI agent, SOAR rules you write

When would you choose AI SOC analyst, and when SOAR?

Choose AI SOC analyst if:

Most analyst time goes to alerts no playbook covers.
Playbook upkeep has become a job of its own.
You want verdicts with evidence, not only enrichment.

Choose SOAR if:

Your responses are fixed and must be identical every time.
You have engineers who maintain playbooks.
You need the broadest action catalog.

Which profiled vendors cover each model?

AI SOC analyst

SOAR

Vendors that cover both: Artemis Security, Cortex XSOAR, Tines and Torq AI SOC Platform.

Asked often about this page

Which is better, AI SOC analyst or SOAR?

Neither in general. SOAR runs playbooks written in advance; an AI SOC analyst investigates each alert at run time.

What happens to our playbooks?

It depends on the vendor. Mate Security describes translating them into Gamebooks, Torq rebuilds them as workflows, and Dropzone AI, 7AI and Intezer work beside the SOAR you keep.

Which profiled vendors cover both?

Artemis Security, Cortex XSOAR, Tines and Torq AI SOC Platform cover both in our profiles.