AI EdgeLabs AI-Generated Playbooks vs Query.AI Query Agents: Side-by-Side Comparison (2026)

AI EdgeLabs AI-Generated Playbooks: LLM-powered SOC playbook generator for real-time incident response automation. built by AI EdgeLabs. Core capabilities include LLM-based analysis of runtime alert data including process names, system calls, network activity, and file modifications, Information Playbook with investigative guidance covering process inspection, file analysis, network investigation, and log review, Action Playbook with automated response steps for process termination, network blocking, execution disabling, and system updates..

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)..

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

AI EdgeLabs AI-Generated Playbooks differentiates with LLM-based analysis of runtime alert data including process names, system calls, network activity, and file modifications, Information Playbook with investigative guidance covering process inspection, file analysis, network investigation, and log review, Action Playbook with automated response steps for process termination, network blocking, execution disabling, and system updates. 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).

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

AI EdgeLabs AI-Generated Playbooks and Query.AI Query Agents serve similar Security Orchestration Automation and Response use cases: both are Security Orchestration Automation and Response tools. Review the feature comparison above to determine which fits your requirements.