QUERY AGENTS

Mission-Specific Agents for Modern SecOps

Query Agents automate triage, contextualization, enrichment, and response so your team can focus on decisions, not manual tasks.

Drowning in Data.
Starving for Context.

Security teams are drowning in alerts, detection findings, threat reports, and raw telemetry. Most of the work to investigate them is spent on data collection, context gathering, correlation and it’s painfully manual.

Analysts burn out on repetitive triage. Senior talent wastes time pivoting between tools chasing valuable context. Answers live in silos across EDR tools, SIEMs, network & cloud logs, vulnerability scanners and more.

Query changes this mode of operation by combining mission-specific Agents with real-time access to data from our Security Data Mesh.

Each Agent Is Built to Do One Job, Exceptionally Well

Each Query Agent is purpose-built to do a specific job in security operations: triage, threat hunting, enrichment, and investigation.

What sets them apart isn’t just the logic, it’s the data. Every Agent is powered by real-time access to AI-ready data from the Query Security Data Mesh. That means they can pull context from across tools, stitch together evidence, and deliver answers you can act on.

What it does: Automatically investigates and summarizes detection findings.

What you get: Immediate triage reports with impacted assets, evidence analysis, mapped tactics, and recommended actions.

Replaces: Manual alert triage, tool-pivoting, ATT&CK mapping.

What it does: Builds a real-time profile of any asset across your environment.

What you get: A 360-degree view of an asset’s current state, including Owner, OS, Controls, Vulnerabilities and more.

Replaces: CMDB lookups, console pivots, fragmented asset inventories.

What it does: Finds where a file hash has appeared across your environment.

What you get: Fast visibility into where a file hash has appeared in your environment, enriched with context like first seen, last seen, related assets, and detection history.

Replaces: Manual IOC sweeps and cross-tool hash lookups.

What it does: Surfaces network events for a given IP, asset metadata, who owns it and how it behaves so you can quickly assess exposure, intent, and threat relevance.

What you get: Full picture of traffic patterns, asset links, and threat context.

Replaces: NetFlow queries, WHOIS lookups, and tool-to-tool pivots.

What it does: Parses threat intel reports and turns them into action.

What you get: IOCs extracted, mapped to MITRE, and checked against your environment.

Replaces: Manual intel parsing, ATT&CK mapping, IOC hunting.

What it does: Tells you what a CVE actually means for your environment.

What you get: Affected assets, exploitability, and remediation guidance.

Replaces: CVE research, spreadsheet triage, patch prioritization guesswork.

Under The Hood

Each agent runs on the Query Security Data Mesh.

AI-ready
data

One normalized data payload, structured to enhance LLM performance and accuracy.

No data movement

Agents query data where it lives, across EDRs, cloud logs, SIEMs, and vulnerability scanners.

Semantic understanding

They use a unified schema and context-aware logic to generate precise, valid queries.

Curated Knowledge

Agents reference standards from CISA, STIX, MITRE ATT&CK & NIST to deliver trusted guidance.

It’s like having a team of tireless specialists who already know your data.

Industry Feedback

“In my time as a CISO, I’ve watched how the industry’s rush to apply general-purpose LLMs to security operations can create more noise than signal. The Query approach is refreshingly different. They understand that smaller, purpose-built agents using high-quality, normalized data deliver the precision and context that security operations teams actually need to save time and arrive at answers rather than struggling to ask the right question.”

RUDY RISTICH

CISO & CPO, Avant

From Manual Grind to Mission Complete

Security teams waste hours gathering context about what a finding means, who owns the asset, where a hash appeared, whether a CVE matters. That’s time that is better spent on taking action to prevent and defend against threats.

Query Agents eliminate that grind. They pull the right evidence, from the right tools, in real time and dramatically increase the productivity of your team.

Go from 30-minute triage to instant, evidence-backed summaries
Investigate threat intel with no copying, pasting, or IOC formatting
Know which CVEs affect you and how to fix them without digging through scans
Trace an IP’s behavior and relationships in seconds, not hours
Enable junior analysts operate like seasoned responders

These aren’t generic AI assistants. They’re specialized teammates, built for high-signal security work.

Ready to See What They Can Do?

Learn More About Query Agents

Detection Triage Agent

Learn how the Detection Triage Agent automates investigation workflows and reduces alert fatigue.

Asset Info Agent

Discover how to get complete asset visibility across your environment in seconds.

File Hash Search Agent

See how to instantly track file hashes across your entire security stack.

Network Activity Agent

Learn how to analyze network behavior and relationships with AI-powered context.

Threat Research Agent

Transform threat intelligence reports into actionable insights automatically.

Vulnerability Intelligence Agent

Understand CVE impact and prioritize patches with intelligent vulnerability analysis.