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Praetorian Guard / Vulnerability Management

Vulnerability Management

A finding is a claim until something exploits it.

Everything enters as a claim. Resolved means re-proven.

A single agent handed a broad objective will invent things. Guard’s specialists are narrow by design: one discipline, one toolset, so their output is checkable. Then it gets checked anyway, because an LLM can produce a convincing exploit writeup for a vulnerability that never existed.

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GUARD · VULNERABILITIES

What is vulnerability management?

Vulnerability management is the ongoing process of identifying, validating, prioritizing, and remediating security weaknesses across an organization’s systems and code.
Praetorian Guard treats every finding as a claim, whether it comes from Guard’s own scanners or from tools like Tenable, Wiz, and Qualys, and only cuts a ticket after an agent has exploited it against the live asset. Fixes are re-proven by re-running the exploit.
Verification

Nothing reaches your team until the exploit has actually run.

CLAIMS IN
Findings arrive as claims, not facts. Guard’s own scanners, Tenable, Wiz, Qualys, a threat feed, a bug bounty submission — all of it has to survive proof.
→
SETTLED BY CHECK
Simple checks settle what’s provable outright: a version number, an open port, a response header. Anything that needs interpretation goes to a reasoning agent instead.
→
PROVEN BY EXPLOIT
Then an agent detonates the exploit against the live asset. Only that step cuts a ticket, and the ticket carries the evidence.
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RE-PROVEN
Mark it fixed and Guard re-runs the exploit. Resolved means re-proven. For code, it opens a pull request.
DETECTED
→
VERIFIED
→
EXPLOITED
→
TICKETED
→
RE-VERIFIED
Vulnerability management vs. point products

Point products are inputs. Guard is the outcome.

Every category below is something an operator needs on the way to an answer. None of them is the answer. Guard runs them as modules, or ingests the ones you already own, and uses them to find where you actually get compromised.
The line item
What it gives you today
What Guard does with it
Vulnerability scanning
Thousands of unproven findings
Wiz, Tenable, Qualys and Guard’s own results all enter as claims, then have to be verified and exploited to survive.
USE OURS
Guard ships every one of these capabilities itself. Consolidate the stack and cancel what it makes redundant.
OR BRING YOUR OWN
Keep the tools you have renewed and plug them in through over 80 integrations. Guard does not care where an input comes from, only whether it survives proof.
Operator-validated vulnerability management

Agents run the operation. Operators own the result.

Praetorian has been running offensive engagements for over a decade. Guard is that tradecraft written into code, and the same operators still review what comes out of it. An exploited finding gets operator review before it reaches you. When something needs a signature for a board, an auditor, or a customer security review, a Praetorian operator signs it.
Guard interrogates the environment for what actually is, mapped to NIST CSF and FDA today, with ISO 27001 and PCI coming.
OPERATOR REVIEW
Exploited findings are reviewed by the people who wrote the tradecraft
NAMED ATTESTATION
A human signs what your auditor and your board receive
ANNUAL ASSESSMENT INCLUDED
Human-led, on your dates, inside the same subscription
Related Guard capabilities

The rest of the platform

Attack Surface Management

Start with a domain. See what an adversary would find.

Explore attack surface management →
Continuous Penetration Testing

A target and an objective. Everything else is a dial.

Explore continuous pen testing →
Breach and Attack Simulation

Did anything catch it?

Explore breach and attack simulation →
Threat Intelligence

A CVE drops. Guard already knows if it touches you.

Explore threat intelligence →
Continuous Threat Exposure Management

Exposure management that proves what is exploitable.

Explore CTEM →
FAQ

Vulnerability management questions

Vulnerability management is the ongoing process of identifying, validating, prioritizing, and remediating security weaknesses across an organization’s systems and code.

Simple checks settle what is provable outright, such as a version number, an open port, or a response header. Anything that needs interpretation goes to a reasoning agent, and an agent then detonates the exploit against the live asset.

Yes. Findings from Guard’s own scanners, Tenable, Wiz, Qualys, threat feeds, and bug bounty submissions all enter as claims and go through the same verification.

When a finding is marked fixed, Guard re-runs the exploit. Resolved means re-proven. For code, it opens a pull request.

Guard’s specialist agents are narrow by design, with one discipline and one toolset, so their output is checkable. Every result is then verified by exploitation before it reaches your team.

Start on Guard Free with a single domain and no integration work, or request a month-long free pilot run against your own environment.

Pilots and free access

If the point of your program is to keep people like us out, get our perspective on it.

Month-long free pilots, funded with AI tokens, run against your own environment. See what a fleet of offensive agents finds before someone less friendly does. Or start on Guard Free with a single domain and no integration work.
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Watch Guard work a real attack surface end to end: discovery, validation, and exploitation, with the operators who run it. Then point it at one of your own domains for free.