Integrations
Incident Response
The Hive
Alert Triage
Filtered Incident Response: Arcanna & Hive integration
Horia SibinescuJuly 2, 20246 min read


Adding automation to inconsistent triage just scales the inconsistency. Alina Marcu, PhD, Arcanna's Chief Data Scientist, on why predictable alert triage — same input, same output — is the precondition for safe SOC automation.
Most SOCs treat analyst burnout as a hiring problem. It's not. It's what happens when triage is built on inconsistent decisions and automation nobody trusts. Here's the architecture fix.
Most AI SOC automation tools fail in pilot because evaluators confuse training with overhead. Darius Iakabos on how to build a defensible business case for AI triage without a heavy configuration burden — and why your data is the asset, not the obstacle.