aDolus FACT - Malware Detection vs Query.AI Federated Detections: Side-by-Side Comparison (2026)

aDolus FACT - Malware Detection: FACT detects malware & ransomware in packages using AV scans & YARA rules. built by aDolus Technology. Core capabilities include Multi-source antivirus scanning consolidation, YARA rule-based malware detection, False positive identification and reduction..

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.

aDolus FACT - Malware Detection differentiates with Multi-source antivirus scanning consolidation, YARA rule-based malware detection, False positive identification and reduction. 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.

aDolus FACT - Malware Detection is developed by aDolus Technology. 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.

aDolus FACT - Malware Detection integrates with VirusTotal, Nextron. 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.

aDolus FACT - Malware Detection and Query.AI Federated Detections serve similar Detection Engineering use cases: both are Detection Engineering tools. Review the feature comparison above to determine which fits your requirements.