AI-native vulnerability management
Vulnerability management, rebuilt to run itself with AI.
Quantro gives you a team of AI agents that continuously discover, validate, and fix exposure across your environment — a self-driving workforce that never sleeps, with a human in the loop for every action it takes.
Most tools hand you a list. Quantro protects you from emerging threats, and remediates them.
Building one working exploit
Source: 2026 Economics of Vulnerability Exploitation with AI
Speed of compute vs. speed of humans
AI-driven exploitation moves at the speed of compute. Defense can't move at the speed of humans.
Exploits land in minutes; findings pile up by the tens of thousands. No triage meeting, no spreadsheet, and no team of analysts can keep that pace — vulnerability management is no longer humanly possible. The only thing that fights AI-native offense is AI-native defense, which is exactly what Quantro is.
A workforce of specialist agents — discover, validate, remediate, research, report — orchestrated end to end by a Supervisor agent, with more agents added over time.
Bring your own stack
Quantro plugs into the tools you already run.
Use Quantro's native AI sensors or connect the telemetry you already have — cloud inventory, VM and cloud scanners, pentest and EASM tools in; tickets, WAF changes, and remediation jobs out. No rip-and-replace.
Signal, not noise
In the age of AI, the only vulnerabilities that matter are the ones that are vulnerable, reachable, and exploitable.
Everything else is noise. Quantro proves which exposures an attacker can actually reach and weaponize in your environment — then remediates them, before attackers get there first.
Proven in production
A Fortune 100 energy provider cut critical risk 45% in the first week.
A North American energy provider powering millions of homes replaced spreadsheet-driven triage across Rapid7, Microsoft Defender, Orca, BitSight, ServiceNow and Torq with Quantro's AI agents — one AI-native platform reasoning and acting across all of it.
The new economics of attack
Here's how the vulnerability landscape is changing with AI.
AI has collapsed the cost and time of turning a disclosed CVE into a working exploit — and the flaws it weaponizes most easily are the ones legacy scoring tells you to ignore. Our research unit measured it across thousands of real CVEs:
Source: 2026 Economics of Vulnerability Exploitation with AI · Vulnerability Research Labs
What security leaders say
Trusted by the people who built vulnerability management.
“Quantro's AI-native approach is truly unique, and has the power to transform cyber security outcomes in the age of agentic AI.”
“A true AI-native breakthrough in cyber risk management. Quantro transforms vulnerability management from a manual burden into a scalable, autonomous advantage. This is the future of Agentic AI for cybersecurity.”
“AI-driven threats have made manual defense obsolete. By partnering with Quantro, we're using agentic AI as a force multiplier — drastically shrinking our attack surface, eliminating high-effort grunt work, and turning our analysts into strategic architects of our defense.”
“Quantro modernizes vulnerability management with a purpose-built AI platform. The outcome is deep analysis, insight, and prioritization that goes beyond human-alone capabilities to mitigate risk.”
Built by security veterans from CrowdStrike, Tenable, and Qualys — people who ran vulnerability management at scale and knew it had to be rebuilt for AI-speed attacks. Backed by Google's AI-focused fund.
Frequently asked
AI-native vulnerability management, explained.
What is AI-native vulnerability management? +
AI-native vulnerability management is a security model where autonomous AI agents — not periodic scanners and manual triage — continuously discover, validate, and remediate the vulnerabilities that are actually exploitable in your environment, with a human approving every action. Quantro is built this way from the ground up.
How is it different from traditional vulnerability management? +
Traditional vulnerability management scans on a schedule and hands you a list ranked by CVSS, EPSS, or KEV. AI-native vulnerability management runs continuously, proves real reachability and exploitability, and closes the gap with a remediation or compensating mitigation — it hands you a fix, not a backlog.
Does the AI remediate automatically, or is there human oversight? +
There is a human in the loop for every action. Quantro's agents discover, validate, and prepare the fix autonomously, then wait for your one-click approval before remediating or applying a compensating mitigation such as a WAF rule or virtual patch.
How fast can AI turn a newly disclosed CVE into a working exploit? +
In research across thousands of real CVEs, AI produced a verified working exploit for a median of $2.83 and 11 minutes — far faster than any human patch cycle. That is why defense has to move at machine speed, not human speed.
Why aren't EPSS and CISA KEV enough to prioritize vulnerabilities? +
They are backward-looking. In testing, 73% of AI-exploitable CVEs scored EPSS below 0.25 and 89% were not in the CISA KEV catalog — the exact vulnerabilities most programs are told to defer. Quantro prioritizes by real reachability and exploitability in your environment instead.
Go deeper on the category in our guide to agentic vulnerability management and CTEM, or see how the Quantro platform works.
Your adversary is already running AI
See Quantro close a live exposure in your environment.
A 30-minute demo on your stack — not a generic slideshow. Or start with a free, read-only assessment of your external attack surface.