ReliaQuest vs 7AI
GreyMatter is an agentic AI security operations platform that unifies detection, containment, investigation, and response across your entire stack, achieving threat containment in under 5 minutes. 7AI automates one stage of that lifecycle: alert investigation. For enterprise security teams that need agentic AI across the full TDCIR lifecycle, GreyMatter is the stronger fit.
GreyMatter Agentic AI
A post-alert investigation tool using multiple AI agents. Does not detect threats, execute broad response actions, or cover proactive security programs. Detection engineering, data pipeline management, and staffing for these functions remain your responsibility.
An agentic AI security operations platform covering detection, containment, investigation, response, CAASM, digital risk protection (DRP), data pipeline management, and phishing analysis—all unified under a single architecture. Moves your team from reactive alert handling to proactive and predictive security operations.
AI scoped to alert investigation only, with no autonomous detection tuning, threat hunting, or cross-stack response. Full remediation requires purchasing higher service tiers. Updating AI context for policy exceptions or business changes requires engaging the 7AI vendor team rather than self-service control.
Six Agentic Teammates leveraging 200+ agent skills and 400+ AI tools, each purpose-built for core security functions. Achieves 99.4% investigation accuracy validated through a 6-layer lifecycle. Customer-controlled Agentic Memory for viewing, editing, and managing AI guidelines directly. Agentic automated response playbooks execute containment autonomously across your full stack.
Investigation and triage only. No independent detection engine—investigates only alerts existing tools produce. Response actions are limited; containing threats across email, cloud, and network simultaneously requires the PLAID+ tier or manual intervention.
Fully autonomous SOC lifecycle across EDR, IAM, email, cloud, and network, achieving threat containment in under 5 minutes. Investigates and responds to 74M alerts annually, 100% by AI. 57+ open source and paid threat intelligence feeds leveraged by Agentic Teammates, turning threat data into predictive insights.
Approximately 60 connectors with in-place analysis across 40+ tools. Onboarding custom or proprietary sources requires engaging the PLAID team, adding time and dependency.
250+ data sources with bidirectional APIs. GreyMatter's Universal Translator auto-onboards custom and proprietary sources—no manual parsing or professional services required.
No independent detection. Gaps in your current detection coverage persist as blind spots unless separately addressed in another tool.
Independent detection engine: 2000+ curated rules, at-storage, at-source, and in-transit coverage. Detection Engineering Teammate autonomously tunes rules and creates custom detections, or your team can build your own using GreyMatter's query language. Ingests and investigates alerts from your existing vendor tools and custom rules.
IT-focused. No documented OT support, multi-entity management, or attack surface discovery capability.
Unified visibility across IT, OT, and multi-cloud environments with multi-entity support. GreyMatter Discover maps and monitors your complete attack surface.
Founded 2024, emerged from stealth early 2025. Limited production history, and AI models that lack deep operational data.
AI trained on nearly two decades of operational experience across 1,300+ complex environments. Data onboarding, custom parsing, rule tuning, and custom detections included. Your team retains full operational control.
Custom use cases, custom data sources, and enterprise context tuning all require purchasing the PLAID service tier, adding cost and ongoing vendor dependency.
Core platform priced per endpoint with expansion capabilities priced by scope. No token-based pricing for AI usage. At-source and in-transit detection save customers an average of $3.5M annually on SIEM dependency and $900K annually on tool fragmentation. Delivers 224% three-year ROI (Forrester TEI, 2025).
Launched February 2025 with months of production experience. No publicly documented enterprise deployment scale or long-term customer retention data.
Backed by 83+ patents and 94% customer retention, with SOC 2 Type 2, ISO 27001, PCI DSS, and HIPAA certifications. FedRAMP In Process.
Sets remediation boundaries through authorization policies, but adjusting the AI's context for new business policies or environmental changes requires vendor engagement. Completed a SOC 2 Type II audit, though customer-facing audit trails and configurable approval workflows are not publicly documented.
Agentic Memory lets analysts view, edit, and delete the AI's operational guidelines. Hallucination risk mitigated through Retrieval-Augmented Generation (RAG), grounding every AI response in historical security data. Utilizes a 6-phase AI testing and validation lifecycle: expert validation, crowdsourced QA, daily statistical sampling, golden dataset testing, LLM-as-judge evaluation, and built-in safety guardrails.
The ReliaQuest Difference
Built by Practitioners,
Trained on Reality
GreyMatter is built on decades of cybersecurity operations experience, using insights from various industries, attacks, technologies, and geographies across 1,300+ real customer environments. Our AI is designed and maintained by former and current SOC operators, including detection engineers, threat hunters, and incident responders.
An Agentic System.
Not Task Bots.
Standalone AI agents perform one well-defined task. GreyMatter uses task agents as skills under an agentic system. These agentic systems function as personas that reason across alerts, detections, hunts, threat intelligence, and exposures—using more than 200 agent skills and 400 AI tools to achieve a defined result.
Extensive
Validation Process
Active engineers and cyber experts continuously guide and refine AI behavior with guardrails, human QA/QC, and feedback loops that improve accuracy over time. Human-in-the-loop governance ensures trust and reliability.
Platform
Capabilities
GreyMatter is AI integrated with a security operations platform, including native capabilities like attack simulation, CAASM, and dark web monitoring that AI uses for additional context.
Multi-Model
Approach
GreyMatter uses a model-agnostic AI layer that selects the most effective model for each task—based on use case, data type, and performance requirements. Better outcomes, not model dependency.
4 Questions That Separate GreyMatter from 7AI
A head-to-head look at how ReliaQuest GreyMatter and 7AI compare across alert investigation, integration breadth, and SIEM strategy.
Our answer: No. 7AI investigates alerts effectively, but GreyMatter integrates investigation into a full DCIR lifecycle with native detection upstream. This end-to-end approach achieves a mean time to contain (MTTC) of under 5 minutes.
Our answer: Yes, but this creates redundancy as GreyMatter already provides autonomous investigation natively. GreyMatter can ingest data from any source through its Universal Translator. 7AI's approximately 60 connectors do not include a documented ReliaQuest integration, so pairing the two would likely require custom configuration on 7AI's side.
Our answer: GreyMatter's at-source and in-transit detection identifies threats before data is ingested, reducing SIEM costs and closing detection gaps independently. 7AI has no native detection and investigates only the alerts your SIEM and other tools already produce. Neither platform replaces your SIEM.
Our answer: GreyMatter. It integrates with 250+ tools bidirectionally, and the Universal Translator handles custom sources without professional services. 7AI offers approximately 60 connectors, with custom onboarding requiring their PLAID team.
Download the complete guide with the right questions to ask when evaluating AI SOC vendors.
Built to Run in Your SOC,
Not Just Win in a Demo
GreyMatter is the agentic AI platform built from inside security operations, informed by 15+ years of expertise across 1,300+ customer environments. It detects threats at the source, contains them in under 5 minutes, and eliminates Tier 1 and Tier 2 work.
When vendors underdeliver on the claims they sold, analysts and CISOs stop trusting AI entirely, wasting budget and stalling modernization. GreyMatter is production-ready, with six AI personas that use over 200 agent skills and 400 AI tools to work toward objectives across the full SOC workflow—not just isolated tasks.
Learn How GreyMatter Agentic AI Scales Your Security Operations
GreyMatter is an agentic AI security operations platform with 6 agentic Teammates that use hundreds of agent skills and AI tools to work toward an objective, not just tasks.
