Query.AI Query Agents vs Spharaka Spectrum™: Side-by-Side Comparison (2026)

Query.AI Query Agents: AI agent suite automating SOC triage, enrichment, and investigation tasks. built by Query.AI. Core capabilities include Detection triage with automated investigation, evidence analysis, and MITRE ATT&CK mapping, Real-time asset profiling including owner, OS, controls, and vulnerabilities, File hash search across the environment with enriched context (first/last seen, related assets, detection history)..

Spharaka Spectrum™: AI-powered SOC platform automating alert triage, investigation, and response. built by Spharaka. Core capabilities include AI-driven alert correlation and prioritization, Autonomous first-level alert triage with context enrichment and risk scoring, Automated threat investigation across endpoints, network, cloud, and identities..

Both serve the Security Orchestration Automation and Response market but differ in approach, feature depth, and target audience.

Query.AI Query Agents differentiates with Detection triage with automated investigation, evidence analysis, and MITRE ATT&CK mapping, Real-time asset profiling including owner, OS, controls, and vulnerabilities, File hash search across the environment with enriched context (first/last seen, related assets, detection history). Spharaka Spectrum™ differentiates with AI-driven alert correlation and prioritization, Autonomous first-level alert triage with context enrichment and risk scoring, Automated threat investigation across endpoints, network, cloud, and identities.

Query.AI Query Agents is developed by Query.AI. Spharaka Spectrum™ is developed by Spharaka. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Query.AI Query Agents and Spharaka Spectrum™ serve similar Security Orchestration Automation and Response use cases: both are Security Orchestration Automation and Response tools, both cover Triage. Review the feature comparison above to determine which fits your requirements.