ZARS.
Autonomous Offensive Security

Offense
by Design.

Medusa thinks like an experienced penetration tester. It discovers your attack surface, generates exploit hypotheses, validates real vulnerabilities, and delivers evidence-backed findings — autonomously.

// find real vulnerabilities. validate with evidence. outpace the attacker.

2h
avg. time to first validated finding
100%
evidence-backed, exploitable results
0
false positives in production pilots
medusa — terminal
>>medusa run --target https://app.example.com
[*]discovering attack surface...
[*]generating hypotheses
[*]exploiting...
[!]vulnerability found
type: SQL Injection
endpoint: /api/v1/login
impact: Critical
evidence: 3 artifacts
[*]building attack chain
[*]validating...
[✓]complete — 4 validated findings in 2h 14m
>>_|
Scan completed: 4 validated findings · 2h 14m · 0 false positives
The Problem

Manual pentests are slow, expensive, and can't keep up.

  • Tests happen quarterly at best — attackers don't wait
  • Point-in-time reports go stale immediately after delivery
  • Senior pentesters are scarce and expensive to retain
  • Scanner noise drowns real findings in thousands of false positives
  • No evidence of actual exploitability — just CVE enumeration
Medusa

Autonomous validation. Continuous coverage. Real evidence.

  • Runs continuously — tests your surface as your product changes
  • Delivers validated, exploitable findings with proof artifacts
  • Evidence-backed reports: request/response chains, PoC screenshots
  • Models complete attack chains, not isolated CVEs
  • Zero false positives — every finding is verified exploitable
How It Works

Five phases. One autonomous loop.

01
Discover

Medusa maps your entire external attack surface — subdomains, APIs, endpoints, tech fingerprints — building a complete target model.

02
Hypothesize

The reasoning engine generates targeted attack hypotheses based on application logic, technology stack, and known exploit patterns.

03
Exploit

Medusa executes attacks against hypotheses, adapting chains dynamically — not running fixed scripts, but thinking through each step.

04
Validate

Every finding is confirmed exploitable before reporting. No theoretical risks, no scanner noise — only verified vulnerabilities.

05
Report

Evidence artifacts — request/response chains, PoC screenshots, attack path graphs — are packaged into audit-grade reports instantly.

Active scan progress
Discover
Hypothesize
Exploit
Validate
Report
Evidence

Proof, not theory.

Every finding Medusa surfaces comes with a complete evidence package: HTTP request/response chains proving exploitability, PoC screenshots, attack path graphs, and remediation guidance — ready for engineering teams and compliance auditors.

Request/Response chains
Full HTTP evidence demonstrating the exact exploit payload and server response
Attack path graphs
Visual maps of multi-step chains showing how vulnerabilities combine to form critical paths
Audit-grade reports
Structured findings exportable for SOC 2, ISO 27001, and PCI-DSS compliance workflows
findings — scan #0042
live
SQL Injection
/api/v1/login
CriticalValidatedChain
Evidence
4
IDOR
/api/v1/users/{id}
HighExploitableChain
Evidence
2
Auth Bypass
/admin/dashboard
CriticalValidated
Evidence
3
SSRF
/api/webhooks/test
HighExploitableChain
Evidence
1
4 findings · 0 false positives · 2h 14mexport report →
Built For

Enterprise AppSec teams that can't afford to be slow.

AppSec Engineers
Replace the pentest cycle

Stop waiting months for your next scheduled pentest. Medusa runs continuously against your external surface, so your team always knows the current state of exploitable risk.

Continuous CoverageZero False Positives
Security Leaders
Board-level evidence

Generate audit-grade reports with validated proof of exploitability for SOC 2, ISO 27001, and PCI-DSS compliance workflows — without scheduling a pentest firm.

Audit ReportsCompliance Ready
Engineering Teams
Shift security left

Integrate Medusa into your CI/CD pipeline to catch exploitable vulnerabilities before they reach production — with evidence your engineers can act on immediately.

CI/CD IntegrationActionable Findings
Pricing

Annual subscriptions. Pilot-first.

We validate together before you commit. Every engagement starts as a scoped pilot.

Team
Contact us
Annual subscription · seat or target volume
  • Continuous autonomous web app pentesting
  • Validated findings with evidence artifacts
  • Attack chain modeling
  • Export-ready compliance reports
  • CI/CD pipeline integration
  • Dedicated onboarding
Request Pilot
Enterprise
Recommended
Custom
Annual contract · volume pricing · SLA
  • Everything in Team
  • Unlimited target scope
  • Advanced attack-path modeling
  • Continuous autonomous validation
  • SLA guarantees and dedicated support
  • MSSP and system integrator partnerships
  • Custom compliance reporting templates
Start Enterprise Pilot
Evidence over noise
// every finding is validated
Attacker mindset
// chains, not isolated CVEs
Autonomy with accountability
// reduce toil, keep control
Compounding intelligence
// smarter with every scan
Request a Pilot

See what Medusa finds in your stack.

We run a scoped, time-bounded pilot against your external web application surface. You get validated findings with full evidence in hours — not weeks. No commitment until you see results.

// scoped · time-bounded · no commitment until you see results