An autonomous pentestthat gets in before attackers.

SecureLayer7's autonomous pentesting platform, BugDazz, finds the path, proves the exploit, verifies the fix.

See pricing
Autonomous pentest · Dashboard
BugDazz Autonomous dashboard, risk, trend, assessments overview
Autonomous pentest · Dashboard, full screenshot

Trusted by security teams across Fintech, SaaS & Education, Enterprise & Telecom, Security & Critical Infrastructure

Airbase
Quiltt
Pacvue
Imagine Learning

Independently audited

Backed by the credentials your customers already require.

Every Autonomous engagement is delivered under the same accreditations SecureLayer7 carries across PTaaS and API Scanner.

  • CREST accredited
    CREST
    Accredited company & testers
  • AICPA SOC 2 Type II
    SOC 2 Type II
    Independently audited
  • ISO/IEC 27001
    ISO/IEC 27001
    Information Security Management

What Autonomous is

Pick a surface.Autonomous runs the attack.

One surface per engagement. Pick the assessment, point it at your app, authenticate, the engine runs the rest.

Every finding ships with the exploit that proved it. Rabit0, SL7's validation gateway, rejects what can't be reproduced.

See how it works
Assessment type
  • Web / API
    Web apps and REST / GraphQL APIs
  • Active Directory
    AD enumeration, credential attacks, lateral movement
Target · Auth
Target
Agents
Options
Schedule
Target URL
https://acmepentest.com

Full URL including https://

Authentication
Form-based LoginLogin Verified
01
Pick scope
Web / API or Active Directory. Authenticate.
02
Engine maps
Surface inventory, entry points, attack paths.
03
Agents attack
Chained exploits, validated through Rabit0.
04
Proof lands
Exploit, impact, fix, re-verify on patch.

Engagement velocity

From signed PO to first exploit. Ten minutes.

Measured per engagement · from PO countersign

6 weeks · industry
10 min · autonomous

No scoping call. No Gantt chart. No four-week kickoff. Exploits land first.

What arrives

Not a flag. Not a score. A proven exploit.

Every finding arrives with the request that reproduced it, the impact it landed, the fix that closes it, and a re-verification hook that runs the moment you ship the patch.

Vulnerability · Finding detail
BugDazz Autonomous finding detail, Hardcoded Credentials, CVSS 9.5
Vulnerability · Finding detail, full screenshot
Per finding
  • Request / response trace
  • CVSS vector + impact
  • PoC script
  • Fix diff
  • Auto re-verify on patch
Safety & validation
  • Scope
    Your surface only, path excludes, rate limits, windows
  • Payload corpus
    Safe by default, destructive payloads gated on explicit consent
  • Data residency
    Target traffic stays in your perimeter
  • Validation
    Rabit0 consensus rejects bait paths and hallucinations before any finding ships
Delivered into
  • JIRA
  • Slack
  • ServiceNow
  • GitHub Actions
  • Webhook
Findings route to the tool your team owns, the moment exploitation is proven.

Benchmarked against

The industry average. The Rabit0 difference.

Industry baselines below: annual cadence, weeks of reporting, fix rates under thirty percent. Autonomous moves each by an order of magnitude.

Numbers measured across delivered engagements · methodology on technical review

Read the methodology
Cadence
Once a year
Industry avg
Every deploy
With Autonomous

Runs across Web, API, and AD, on every CI/CD push, scheduled window, or on-demand.

Time to first finding
3-6 weeks
Industry avg
Under 10 min
With Autonomous

From signed PO to first exploit, same session. No scoping call. No kickoff.

Fix rate on findings
Below 30%
Industry avg
80%+
With Autonomous

Developers fix what they can reproduce. Each finding ships with a working exploit, the “is this real?” argument ends there.

Price per engagement
$15K, $35K
Industry avg
$4K / surface
With Autonomous

$4K per surface, on-demand, CREST-backed. Enterprise tiers for fleet-wide coverage.

Rabit0: Validation engine

Trained on disclosed CVEs. Not on lab signatures.

SL7’s validation engine. Trained on years of SL7 Lab’s published CVE research.

  • Public CVE research

    Years of SL7 Lab's own disclosures feed the validation library.

  • Deception-aware

    Filters bait paths, planted CVEs, and hallucinated assets before any finding ships.

  • Reproduction-gated

    What lands in your report ran in your environment first. No lab replicas.

SL7 Lab

Disclosed in production. Verifiable on NVD.

Vulnerabilities found, disclosed, and fixed in production software. Linked to the source on each row.

See how Rabit0 finds these
SL7 Lab · Disclosure ledger5 / 5
NVD indexed
Featured · WatchCVE-2026-25049

Rabit0 finds the n8n RCE

Remote Code Execution via JavaScript destructuring · CVSS 9.4

Read disclosure
Open source
Sandyaa: autonomous source-code audit agent
github.com/securelayer7/sandyaa

From the field

Vikramjeet Singh
“Honestly didn't expect a working exploit on something our quarterly had already cleared. Not the usual outcome.”

Vikramjeet Singh · Information Security · formerly at Ericsson

Try it on your stack

Bring a surface from your stack. Get back a proven exploit.

Live engagement on a surface you choose. Architecture and methodology walked through on technical review.

Pick your planTalk to an expert

For startups

Pre-Series A? Apply for the startup program.

BugDazz Autonomous is also the engine behind our startup program. A single Autonomous app pentest, CREST-aligned report, engagement-lead signoff, retest included, heavily discounted for pre-Series A startups closing enterprise customers or passing SOC 2.

Apply for the startup program