AI-powered cyber threats are accelerating faster than security teams can respond.Ìý Alert volumes are rising. Traditional detection tools are slowing teams down and manual processes don’t scale. To counter machine-speed attacks, security teams need machine-speed defense. Introducing Vellox Ranger, an automated, adaptive threat detection product from 91³Ô¹ÏÍø¹ÙÍø.Ìý Vellox Ranger learns your environment and builds a comprehensive understanding of your attack surface.Ìý It layers in offensive-derived intelligence to generate detection logic tailored to your environment. Vellox Ranger reveals attack paths before they’re exploited. It cuts through the noise to surface threats that matter. The result: fewer false positives, more precision detection, reduced dwell time, and security that scales effortlessly. Vellox Ranger shifts teams from reactive response to proactive defense.Ìý Know your environment. Control your risk. Vellox Ranger.Ìý
Know your environment.
Control your risk.
Adversaries are moving faster and smarter with AI—scaling attacks at a pace no manual operation can match. Vellox Rangerâ„¢ closes that gap with AI-native, environment-specific detections that keep your team ahead of evolving threats.ÌýVellox Rangerâ„¢ autonomously maps your environment to generate precision intelligence built from your real attack surface. By identifying what’s truly exploitable, it generates targeted detection logic to expose adversaries in motion and prevent damage before it occurs—keeping coverage sharp, current, and aligned to real risk.Ìý
Adaptive Defense for AI-Powered Attacks 
Autonomous detection, built from the real state of your environment.
No Blind Spots
Sees your environment the way attackers do by exposing the real, exploitable paths hiding in your live infrastructure.
Ahead of Every New Exposure
Tracks every change in your environment and updates the detection logic so that new risks are never left uncovered.
Confidence That Delivers
Every detection rule is reviewed and approved before it deploys at full speed, without giving up control or accountability.
Rules You Can Still Trust
Continuously tests your existing rules against live environment data to flag anything out-of-date, noisy, or disconnected from reality.
Defense That Gets Sharper
Every engineer insight and system signal makes future detection smarter so your defenses improve over time.
No Rip-and-Replace
Plug into the stack you already run and get autonomous protection across even the most complex environments—no costly overhaul.
Built From the Front Lines
Vellox Ranger is shaped by 91³Ô¹ÏÍø¹ÙÍø’s direct experience defending against the world’s most sophisticated adversaries. Our real-world tradecraft is built into every detection it generates. It is built for security teams defending complex, high-value environments, such as enterprises, critical infrastructure, and government agencies facing sophisticated, persistent threats. If you’re a target because of what you protect, Vellox Ranger is built for you.
Powerful Features That Put You Ahead of Threats 
Detection built from the inside out— shaped by your real environment.
Knows Your Environment
Continuously Maps Your Environment 
Builds a map of your assets, topology, vulnerabilities, and telemetry, creating a living knowledge graph that powers every detection.ÌýÂ
Uses Adversary Logic 
Applies MITRE ATT&CK–aligned modeling to pinpoint exactly where attackers can break in, so defense can stay focused on what’s actually exploitable.
Updates as Your Environment Changes 
When assets move, patches apply, or new vulnerabilities appear, Vellox Ranger instantly recalibrates its rules, so your defenses always match your environment today. 
Controls Your Risk
Adapts to Evolving Threat Behavior 
Threat intelligence is filtered and matched to your environment. Only relevant attacker behaviors drive rule updates, keeping your coverage targeted and high-fidelity.
Generates Custom Detection Logic  
Each threat path produces detection logic that deploys directly into your firewall, IDS/IPS, EDR, and NDR via Gitbased workflows.Ìý
Maintains Rules for Maximum Efficiency 
Continuously cleans and optimizes your rules to eliminate drift, noise, and redundancy. Engineer edits automatically feed back into the system, improving future rule generations.Ìý
See What Vellox Ranger Sees.
Request a demo or start your 30-day free trial today.
Key Resources
Technical Overview
Watch a quick video of Vellox Ranger in action.
Vellox Ranger Fact Sheet
Cyber Threat Report 2026
Closing the Cyber Speed Gap
Frequently Asked Questions
Vellox Ranger builds detection logic from your IT environment rather than generic rule templates. This ensures higher accuracy, fewer false positives, and detections that evolve automatically as your environment changes.
No. Vellox Ranger is built to extend your team, not replace it. It takes on the time-consuming work of building and maintaining detection logic, so your engineers can focus on higher-value analysis and response instead of manual rule upkeep. Every rule it generates is reviewed and approved by your team before deployment.
Your team stays in control. Vellox Ranger generates and prioritizes detection logic, but every rule is delivered through governed workflows—like GitHub or GitLab pull requests—so your engineers can inspect, modify, approve, or reject changes before anything deploys.
Most threat intelligence and out-of-the-box rule sets are written for a generic environment, then applied to yours with little to no context on what’s actually deployed. Vellox Ranger works the other way around: it starts with your real environment—your assets, exposures, and existing rules—and filters relevant threat intelligence through that lens, so every rule it generates is specific to what’s actually exploitable in your infrastructure.
Because detections are generated from your live environment rather than generic templates, Vellox Ranger prioritizes rules based on what’s actually exposed and relevant—not broad assumptions. It also continuously reevaluates the existing ruleset to remove outdated or redundant detections, so coverage stays high-fidelity instead of accumulating drift and noise over time.
