Autonomous Cyber Defense
Autonomous cyber defense team for an era where the attacker is agentic.
Quantro gives you a team of AI agents that run the whole loop — from exploitation to response — continuously discovering, validating, and fixing exposure across your environment, with a human in the loop for every action.
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
The offense has changed
Vulnerabilities went exponential. Security teams didn't.
Pre-AI · 2017 to 2022
51 new CVEs a day
The rate security teams were staffed for.
Left over, every day 0
Post-ChatGPT · Q1 2026
168 new CVEs a day
3.3× the pre-AI rate.
Left over, every day 117
Post-Mythos · Q3 2026
402 new CVEs a day
7.9× the pre-AI rate. No hiring plan closes that.
Left over, every day 351
Security bandwidth
Flat. while the work grew 7.9×
The workforce grew 0.1% in 2024 (ISC2). You need a workforce that doesn't sleep.
Left over, every day 351
Source: NVD CVE API 2.0 by publish date, rejected records excluded, quarterly average per day, pulled 2026-10-17. Q3 2026 is the last full quarter. The Mythos marker is timing, not cause. Capacity: the 2017 to 2022 rate held flat, illustrative. Workforce: ISC2 Cybersecurity Workforce Study, 2024.
The solution
Meet Quantro’s AI agents.
An agentic workforce that works right alongside your existing team. It reports to your CISO, the Supervisor Agent commands it, and a person approves every action.
- SOC Manager
- Research Agent
- VM Lead
- VM Agent
- EASM Agent
- AppSec Lead
- Pen Test Agent
- Cloud Security Engineer
- Analyst Agent
- Compliance Manager
- Compliance Agent
- IT Operations Manager
- Remediation Agent
Your team stays in charge · agents take the work · a person approves every action
The intro
Quantro, in under a minute.
The whole argument, narrated: the offense went exponential, exploitation got cheap, security teams stayed flat, and what an autonomous defense team does about it.
Built for the people on the chart
Govern
CISO
Govern the AI workforce like your teams.
Every agent has an owner, a budget and an approval gate. You see what they did, what it cost and what it closed, in the same chart you already run.
- Single control plane: assign, pause and audit every agent from one place
- Human approval on every production action, by default
- Cost and usage per agent, so you can govern them like headcount
- Live risk posture by owner and business unit, no deck sprint
to deploy: connect your stack, assign the first task, get findings the same afternoon
Source: Economics of Vulnerability Exploitation with AI, VRL 2026
“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.”
Close
VM Lead
Hand your team a fix, not a backlog.
The VM and EASM agents run discovery and validation on your team. AppSec's Pen Test Agent proves exploitability. What reaches IT is proven reachable, proven exploitable, and arrives with the patch attached.
- Continuous discovery from your existing scanners or Quantro's sensors
- Reachability and exploitability proven before a ticket is opened
- Patch or compensating control drafted by the Remediation Agent, executed by IT on your approval
- Tickets opened, assigned and closed in Jira or ServiceNow
of AI-exploited CVEs scored EPSS below 0.25, the zone most programs are told to defer
Source: Economics of Vulnerability Exploitation with AI, VRL 2026
“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.”
Watch
SOC Manager
A new CVE becomes a working check the same day.
The Research Agent sits with the SOC and builds an exploit-PoC check the moment a vulnerability is disclosed. The Analyst Agent sits with cloud security and writes the ticket your engineers can act on.
- Exploit-PoC checks built on demand the day a CVE drops
- New checks run against your estate immediately, not next scan window
- Cloud findings correlated with proven reachable exposure
- Incident and ticket write-ups drafted with asset, owner and evidence
median time for AI to turn a disclosed CVE into a working exploit
Source: Economics of Vulnerability Exploitation with AI, VRL 2026
“A true AI-native breakthrough in cyber risk management. Quantro transforms vulnerability management from a manual burden into a scalable, autonomous advantage.”
Bring your own stack
Bring your own stack, or use Quantro's AI-native sensors.
Connect the telemetry you already have, or deploy Quantro's sensors where you have none. The agents reason across all of it and push the work out to the tools you already act in. No rip-and-replace.
In · your stack and your context
A representative few. Any scanner, inventory or finding with an API comes in, along with the context only you have: asset owners, business criticality, exceptions, what is already mitigated.
In · Quantro's AI-native sensors
Quantroagents
Out · the tools you act in
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.
What security leaders say
Trusted by the people who built exposure 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.
Human-in-the-loop by design 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.