vlkn:~$ pentest --target=production

More testing
than you have testers.

Autonomous pentesting across every scope you own. Web, API, network, and AI, internal and external. Run it on demand or continuously, and configure exactly how it runs.

live now

VLKN is running against real production targets right now, finding validated, critical vulnerabilities that matter.

CRITICAL Authenticated IDOR to full account takeover
surface: API CVSS 9.1 ✓ validated · reproduced
01Authenticated as a standard user, enumerated /api/v2/users/{id}.
02Object ID unbound to session. Adjacent user records returned in full.
03PATCH on the same object accepted a client-supplied role field.
04Escalated to admin. Full account takeover confirmed and reproduced.
remediation Enforce object-level authorization on every /users/{id} operation, and reject client-supplied role changes server-side.

## why vlkn

The reliability of a pentest. The speed of software.

Manual pentests are trusted but slow to schedule and expensive to repeat. Scanners are instant but noisy and shallow. VLKN gives you a real pentest you can start on demand and run as often as you ship.

[01]

Start on demand

No scheduling queue and no kickoff lag. Scope the target and run, instead of waiting for a slot to open up. Teams use it to clear a backlog their bench cannot get to, and providers use it to take on work they would otherwise turn down.

[02]

Validated, not noise

Every finding is independently proven and reproducible before it reaches the report. No scanner output running 80 percent false positives, no theoretical risk. Just real, exploitable vulnerabilities.

[03]

Test as often as you ship

Run pentest-grade testing for a compliance deadline, a customer security review, a release gate, or continuous assurance. Repeat it as often as your product changes.

## for providers

Your practice. VLKN underneath it.

Run your pentest service on a platform you control. Use individual modules or the complete autonomous workflow, choose qualified models and supported infrastructure, and keep your methodology, expert approval, brand, pricing, and client relationships. Add capacity to existing engagements and expand into continuous testing.

See VLKN for providers →

## why it's free

Security that moves everyone forward.

VLKN exists to help teams find more, cover more, and do more. Good security and effective pentesting have always sat behind the biggest budgets, and what we built is too useful, and security matters too much, to leave it there. So now any organization can run a real pentest, free, on a web app, API, or network range, on compute and models we built ourselves. Attackers feed on the orgs that never get tested, and a stronger ecosystem is better for everyone in it, your organization included.

Get your free pentest →

## under the hood

Structural, not instructed.

VLKN does not rely on a model remembering what to test. Its orchestration enforces discovery, shared context, endpoint-by-attack-type testing, validation, and reporting. Operate individual modules or run the complete workflow. Model choice and deployment are configurable without rebuilding the testing system.

[01]

Custom fine-tuned models

Not an API wrapper. We fine-tune bleeding-edge open-weight models to think and act like real penetration testers. Capabilities off-the-shelf tools cannot match, at a fraction of the compute cost.

[02]

Visual attack-surface mapping

Far more than a spider. Vision-driven agents read rendered pages the way a person does, clicking, typing, and navigating through the modals, dashboards, and SPA state that crawlers never reach. You can only test what you can see, so that is where we put the effort.

[03]

Persistent attack context

Every module writes to shared memory: objects, routes, parameters, credentials, flows, and evidence. What the browser agent finds, the API module uses. What one credential proves, cross-account testing exploits. The engagement gets smarter as it runs, instead of every module starting from zero.

[04]

Authorization and business logic

VLKN logs in as multiple users across different roles, then tests what each one can actually reach: IDOR and BOLA, cross-account access, mass assignment, race conditions, password reset and OAuth flows. Signature matching cannot find these. Understanding the application can.

[05]

Individual modules. Complete workflows.

Ninety-plus specialized modules span discovery, testing, validation, and reporting. Run the modules your engagement needs or orchestrate the complete workflow, with shared context across stages. Coverage is built into the execution structure, not left to a model's memory.

[06]

Proprietary validation

Every finding is independently validated before it reaches the report. No scanner noise, no theoretical risk. Just real, reproducible vulnerabilities.

[07]

Autonomous orchestration

Plans, iterates, exploits, and re-plans without human intervention. Modular agents coordinate across discovery, testing, validation, and reporting.

[08]

Threat-aware testing

Active threat-actor modeling informs every engagement. Testing is tailored to the specific scope, context, and adversary profile, not generic checklists.

[09]

Deploy anywhere

Cloud when you want speed. Customer-controlled, on-prem, or fully airgapped when you need sovereignty. Because we own the models and the stack, VLKN runs on a rig that pulls 110v out of the wall, anywhere in the world, reaching sensitive and regulated environments that API-dependent tools cannot.

## team

Built in the trenches, not the lab.

VLKN is built by career offensive security practitioners: hackers, pentesters, and operators who have spent years running real engagements, leading delivery teams, and shipping security platforms at scale.

We are not theorizing about what good pentesting looks like. We have done it, led it, and built the processes behind it. That experience is baked into every layer of the product.

## faq

Questions, answered.

What is VLKN.ai?
VLKN is an autonomous, AI-driven penetration testing platform. It discovers attack surface, tests for vulnerabilities, validates findings, and delivers an actionable report, running end to end on its own.
How quickly can I get results?
There is no scheduling queue or kickoff lag. Once a target is scoped, VLKN starts testing immediately and delivers a validated report in a fraction of the time of a traditional manual engagement. You can re-run it whenever your product or environment changes.
How is this different from a vulnerability scanner?
Scanners produce noise, typically 80 percent or more false positives, and they cannot find contextual vulnerabilities like IDORs, broken authentication flows, or chained exploitation paths. VLKN reasons about the target the way a human attacker would, and every finding is independently validated before it reaches the report.
How is this different from other AI pentesting tools?
VLKN combines custom-tuned models built specifically for offensive security with structurally enforced testing. Our models are tuned for the reasoning and execution demands of penetration testing, and can run on our infrastructure or yours, including supported private and air-gapped deployments. Around them, VLKN gives you control over individual modules, the complete workflow, and how testing is performed. You can also bring qualified alternative models without rebuilding the testing system. Purpose-built intelligence, structural execution, and control over how both are deployed. See the vendor comparison.
Can it run on-prem or in airgapped environments?
Yes. VLKN is designed to run on a local appliance, making it deployable in sensitive, regulated, or airgapped environments, including government, defense, and regulated enterprise use cases that API-based competitors cannot address.
What does VLKN test for?
Ninety-plus specialized modules across the engagement lifecycle, spanning web applications, APIs, networks, and AI systems. Authenticated and unauthenticated testing, session and auth handling, authorization and business logic flaws, and AI and chatbot-specific testing. Hundreds of individual vulnerability types in total, and growing.
Does it replace human pentesters?
It scales what human pentesters do. VLKN handles discovery, testing, validation, and reporting autonomously, freeing expert human testers to focus on the highest-value work. Think of it as every security team having a world-class red teamer on demand, around the clock.
Is it safe to run against production systems?
As safe as a human pentester testing production, which is the honest bar. Every real test carries some risk. VLKN is bounded the way a good engagement is bounded: configurable aggression levels, exploitation gates, post-exploitation controls, and degradation detection.
Who is VLKN for?
VLKN is for startups that need trusted pentest results for SOC 2, customer security reviews, or compliance deadlines; AppSec, DevSecOps, and security engineering teams that need continuous, high-signal testing; and organizations with sensitive or regulated environments where cloud-based tools are not an option. VLKN also powers pentest firms, QSA firms, MSPs, MSSPs, and security consultancies that want to expand delivery capacity or launch continuous testing without building the underlying system. See VLKN for providers.
How do I get started?
Enter your details in the form below and we will reach out to set up a walkthrough and a run against a target of your choice.

## get started

Live now. Point it at your stack.

VLKN is live and running against real production targets. Whether you need a pentest for an upcoming compliance or customer deadline, or continuous offensive testing across a complex environment, tell us about your setup and we will get you a walkthrough and a run against a target of your choice.

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