Cut Through the Noise. Stop Threats Sooner.
Gradient Cyber's MXDR combines a structured AI-powered detection pipeline with human-led analysis and response -- so you can stop threats early, without drowning in noise.
You’re not alone - and it’s not your fault.
- Buried under alert noise and meaningless false positives?
- Struggling to monitor your environment 24/7 with limited staff?
- Falling behind on threats that now target every corner of your business—from endpoints to cloud to SaaS apps?
- Losing precious time to identify and respond before damage is done?
These aren’t just pain points—they’re entry points for attackers.
And as environments grow more distributed and data volumes explode, those entry points multiply faster than most teams can reasonably manage.
Mid-market organizations like yours face the same threats as global enterprises, but with a fraction of the resources. Traditional tools and siloed services can’t keep up with the speed, scale, and sophistication of modern cyberattacks.
But you don’t have to keep playing defense.
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Why Traditional MDR Breaks Down at Scale
MDR was built for simpler environments. Today’s threats move laterally across endpoints, networks, cloud services, SaaS applications, and identities—often faster than humans or siloed tools can keep up.Modern security teams need more than monitoring and alerting. They need continuous correlation, context, and prioritization across the entire attack surface.
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Covers network, endpoint, cloud, SaaS, and applications
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Connects signals across tools, time, and environments
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Prioritizes true risk over raw alert volume
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Combines AI-assisted analysis with human expertise
This is exactly why Gradient Cyber built Quorum AI around an 8-stage detection and response pipeline. Rather than bolting AI onto legacy workflows, the pipeline applies structured analysis at every stage -- from telemetry normalization through enrichment, dual-engine detection, correlation, and automated response -- so that when an analyst reviews a finding, the context is already there.
What Makes Gradient Cyber’s MXDR Different
Most providers talk about alerts, dashboards, and tools. We focus on outcomes.Gradient Cyber’s MXDR combines AI-assisted detection, human-led analysis, and real operational context to help mid-market teams detect threats earlier, investigate faster, and respond with confidence—without adding complexity.
People Who Know Your Stack
You won’t be passed between generic analysts or anonymous support queues. Our SOC analysts work with your environment every day, building continuous context across your users, assets, and risk profile—so investigations get faster and decisions get better over time.
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10:1 client-to-analyst ratio (versus industry norms of 50:1+)
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Named analysts who understand your environment and priorities
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Continuous context building—no repetitive ramp-up or handoffs
A Platform That Cuts the Noise
Our MXDR is powered by Quorum AI, a cloud-native platform built around an 8-stage detection and response pipeline. Telemetry from every source is normalized to the OCSF standard, enriched with asset criticality and vulnerability context, run through rule-based and behavioral anomaly detection engines, correlated into attack narratives mapped to the MITRE ATT&CK framework, and categorized for automated or analyst-led response.
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8-stage pipeline processes telemetry from ingest through automated response, not just alert generation
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Dual-engine detection: Sigma rules for known tradecraft, Vertex AI behavioral models for novel threats
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ATT&CK-mapped correlation connects signals into kill chain narratives, not isolated alerts
200+ threat intelligence sources integrated with real-time risk scoring
Coverage Without Compromise
Attackers don’t stop at the endpoint and neither do we. Our MXDR provides full-surface visibility across on-prem, cloud, SaaS, and hybrid environments without forcing tool rip-and-replace or disrupting operations.
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Full-surface detection across network, endpoint, cloud, SaaS, and applications
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Integrates with your existing security and IT stack
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Continuous visibility across users, assets, and activity
See Gradient Cyber’s MXDR in Action
Get hands-on with our MXDR platform and see how AI-assisted detection and human-led response work together to reduce noise, surface real risk, and accelerate response—using your own environment.
Trusted by Mid-Market Leaders Across 35+ Verticals
Full transparency and speed-to-action
“With Gradient Cyber, we have deeper visibility into what happens on our network and are able to react quickly to attacks and exploits thanks to them."
CIO
Multinational Industrial CompanyWe feel safer than ever with Gradient Cyber
“Great service, providing great insights and protection."
Security Administrator
Midsize Medical GroupMy small team can finally prioritize more easily
“Gradient Cyber provides great solutions that allow administrators to focus on productivity rather than security.”
IT Manager
Large US Hospitality CompanyMore than just a service provider
“Gradient said they would be an extension of our team - and they are."
Scott Harrison
CISOFinally sleeping peacefully.
"With so many other initiatives, we worry less about cybersecurity because we know you have us covered."
IT Manager
Regional BankA unified view of our threat posture
"Gradient gives us confidence and the ability to visualize in one unified view the threat situation and improve our cyber posture."
Security Lead
Retail BusinessFull transparency and speed-to-action
“With Gradient Cyber, we have deeper visibility into what happens on our network and are able to react quickly to attacks and exploits thanks to them."
CIO
Multinational Industrial Company
We feel safer than ever with Gradient Cyber
“Great service, providing great insights and protection."
Security Administrator
Midsize Medical Group
My small team can finally prioritize more easily
“Gradient Cyber provides great solutions that allow administrators to focus on productivity rather than security.”
IT Manager
Large US Hospitality Company
More than just a service provider
“Gradient said they would be an extension of our team - and they are."
Scott Harrison
CISO
Finally sleeping peacefully.
"With so many other initiatives, we worry less about cybersecurity because we know you have us covered."
IT Manager
Regional Bank
A unified view of our threat posture
"Gradient gives us confidence and the ability to visualize in one unified view the threat situation and improve our cyber posture."
Security Lead
Retail Business
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See Gradient Cyber’s MXDR in Action
Get a guided walkthrough of how Quorum AI and our 24/7 SOC work together to reduce alert noise, surface real risk earlier, and deliver clear, actionable response.
Frequently Asked Questions
What is MXDR? How is it different from MDR?
MXDR extends traditional MDR by correlating telemetry across endpoints, networks, cloud, SaaS, and applications. Rather than monitoring isolated signals, MXDR connects activity across the environment to detect threats earlier and respond more effectively.
How does Gradient Cyber’s MXDR work?
Our MXDR is powered by Quorum AI, which processes telemetry through an 8-stage detection and response pipeline. Events are normalized to the OCSF standard, enriched with asset and vulnerability context, analyzed by dual-engine detection (rule-based and behavioral), and correlated into attack narratives mapped to the MITRE ATT&CK framework. Our 24/7 SOC analysts validate findings and deliver SitReps with clear, prioritized recommended actions.
Do I need to replace my existing security tools?
No. Gradient Cyber’s MXDR is designed to integrate with your existing security and IT stack. We ingest and correlate telemetry from the tools you already use, without forcing rip-and-replace.
Is MXDR suitable for mid-market organizations?
Yes. Our MXDR is purpose-built for mid-market organizations that face enterprise-level threats without enterprise-level staffing or budgets. We focus on clarity, prioritization, and operational outcomes—not tool sprawl.
Is this a SIEM replacement?
Quorum AI is not positioned as a traditional SIEM replacement. However, for organizations that lack a SIEM, find SIEM platforms overly complex or expensive, or want to consolidate detection and response into a single managed service, Quorum AI can serve as a practical mid-market alternative. It ingests, normalizes, enriches, analyzes, and reports on security telemetry through a structured pipeline -- delivering the visibility and audit-readiness that SIEM buyers expect, backed by a 24/7 SOC.
How quickly can we get started?
Most organizations can begin onboarding within days. Our team handles setup and integration, allowing you to see value quickly without disrupting operations.