LogCraft Detection Engineering vs Query.AI Federated Detections: Side-by-Side Comparison (2026)

LogCraft Detection Engineering: Detection-as-code platform for managing detection rules across SIEM/EDR/XDR. built by LogCraft. Core capabilities include Detection-as-code platform for rule management, MITRE ATT&CK coverage mapping, Drift detection for production rules..

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 Detection Engineering market but differ in approach, feature depth, and target audience.

LogCraft Detection Engineering differentiates with Detection-as-code platform for rule management, MITRE ATT&CK coverage mapping, Drift detection for production rules. 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.

LogCraft Detection Engineering is developed by LogCraft. Query.AI Federated Detections is developed by Query.AI. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

LogCraft Detection Engineering integrates with Splunk, Tanium, Google Chronicle, LimaCharlie, Sekoia.io and 2 more. Query.AI Federated Detections integrates with SIEM, Cloud services, SaaS platforms, Object storage, Data lakes. Check integration compatibility with your existing security stack before deciding.

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