Managed Agentic Threat Hunting vs Query.AI Federated Detections: Side-by-Side Comparison (2026)

Managed Agentic Threat Hunting: Managed Agentic Threat Hunting Service (IOC sweeps and hypothesis based hunting). built by Daylight Security. Core capabilities include Expert-defined hypothesis-based threat hunts, AI agent swarm for parallel iterative investigation, IOC-based hunts with standardized playbooks..

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.

Managed Agentic Threat Hunting differentiates with Expert-defined hypothesis-based threat hunts, AI agent swarm for parallel iterative investigation, IOC-based hunts with standardized playbooks. 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.

Managed Agentic Threat Hunting is developed by Daylight Security founded in 2024-01-01T00:00:00.000Z. 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.

Managed Agentic Threat Hunting integrates with Slack, Teams, Discord, Jira, PagerDuty. 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.

Managed Agentic Threat Hunting and Query.AI Federated Detections 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.