Arc4dia SNOW vs Query.AI Federated Detections: Side-by-Side Comparison (2026)

Arc4dia SNOW: Covert proactive threat hunting platform with remote freeze & forensic analysis. built by Arc4dia. Core capabilities include Remote suspension of suspicious processes and malicious software components for analysis, Covert operation - hidden from view to prevent detection by intruders, System-level watchdog services to detect attempts to stop or pause SNOW..

Query.AI Federated Detections: Runs security detections across distributed data sources without SIEM ingestion. built by Query.AI. Core capabilities include Federated detection execution across distributed data sources without ETL or data centralization, Detections authored in Federated Search Query Language (FSQL) with windowed aggregations, grouping, and threshold logic, Deterministic, scheduled detection execution with recorded evaluation windows and audit metadata..

Both serve the Threat Hunting market but differ in approach, feature depth, and target audience.