MSSPJuly 2, 2026 · 6 min readMulti-Tenant AI SOC: Why Autonomy Isn't Enough for MSSPs
Why generic autonomous AI SOC breaks across tenants, and what MSSPs actually need: governed, per-tenant decisions.
-modified.jpeg)
Authors
Lead Solutions Architect at Arcanna
Darius started his career building SOC operations at an MSSP, setting up tooling, writing detections, and running investigations, before joining Arcanna to help customers deploy AI decision models and agentic workflows in production.
He is the main user of the platform Arcanna is building. His credibility is operational. When he makes a claim, it comes from having watched SOC teams break under scale, not from reading about it.
"There is no universal truth. Each enterprise has its own truth. In general internet knowledge, running updates from the temp folder looks malicious, but any person in that SOC knows that's how they do things."
MSSPJuly 2, 2026 · 6 min readWhy generic autonomous AI SOC breaks across tenants, and what MSSPs actually need: governed, per-tenant decisions.
-modified.jpeg)
Alert TriageMay 15, 2026 · 7 min readAI triage tools fail in pilot when evaluators confuse training time with configuration burden. How to build a defensible business case — and why your data is the asset, not the obstacle.
-modified.jpeg)
SOC ArchitectureApr 21, 2026 · 8 min readThe economic ceiling of static playbook orchestration. SOAR scales with headcount — every new detection adds a playbook to maintain. Here's what comes next.
-modified.jpeg)
Decision models and agentic workflows, built on your team's own judgment.
Get a Demo →