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

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..

ThreatScout: Federated SecOps platform for threat hunting across SIEMs, EDRs & data lakes. built by ThreatScout. Core capabilities include Federated querying across multiple SIEMs, EDRs, and data lakes without log duplication, Scheduled detection rules with efficacy tracking (TP/FP rates), Case management with forensic timelines, entity tracking, and MITRE ATT&CK mapping..

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

Query.AI Federated Detections differentiates with 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. ThreatScout differentiates with Federated querying across multiple SIEMs, EDRs, and data lakes without log duplication, Scheduled detection rules with efficacy tracking (TP/FP rates), Case management with forensic timelines, entity tracking, and MITRE ATT&CK mapping.

Query.AI Federated Detections is developed by Query.AI. ThreatScout is developed by ThreatScout founded in 2025-01-01T00:00:00.000Z. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Query.AI Federated Detections integrates with SIEM, Cloud services, SaaS platforms, Object storage, Data lakes. ThreatScout integrates with Microsoft Sentinel, Azure Data Explorer, Splunk, OpenSearch, Wazuh and 14 more. Check integration compatibility with your existing security stack before deciding.

Query.AI Federated Detections and ThreatScout serve similar Threat Hunting use cases: both are Threat Hunting tools, both cover Detection Rules. Review the feature comparison above to determine which fits your requirements.