The pentest that goes where scanners stop

BugDazz Autonomous deploys AI agents that understand your business context, chain multi-step attack paths, and deliver working exploits with proof. Not findings. Not flags.

BugDazz dashboard with vulnerability trend and metrics Open critical findings summary
CREST Accredited
SOC 2 Type II
ISO 27001
  • Airbase
  • Imagine Learning
  • Quiltt
  • Human Security
  • Recorded Future
  • MoEngage
  • Chainyard

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. AI-assisted development has compressed release cycles significantly. Every release changes your attack surface. Your pentest needs to keep up.

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.

BugDazz finding: hardcoded credentials, CVSS critical score, remediation, and technical URLs

Attacks the way real adversaries do

Agents chain vulnerabilities across your surface the way a real attacker would, combining a misconfiguration, an exposed credential, and a logic flaw into a single exploitable path.

Goes beyond OWASP Top 10 into complex, multi-step attack scenarios that scanners structurally cannot reach.

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

Runs from your pipeline. Lands in your tools.

JIRA Slack ServiceNow GitHub Actions Webhook

Trigger a full engagement from your CI/CD pipeline. Findings route directly into your teams operational workflows the moment exploitation is confirmed. Dev teams work in the tools they already own. No waiting on reports, no translation layer.

Inside the engine

From target to proven exploit, here is what runs

Specialist agents handle each phase: Recon, Vulnerability Discovery, Exploitation, and Validation. Every payload, finding, and verdict passes through the Rabit0 trust layer before it leaves.

Architecture diagram: orchestration, agent crew, execution planes, Rabit0 gate, and finding lifecycle

Benchmarked against

The industry average. The Rabit0 difference.

Rabit0 ingests your industry context, what your application does, what compliance frameworks apply, and what the critical business flows are, then builds test cases around them.

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.

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-pentest before any finding ships.

Reproduction-gated

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

Evidence your team can act on. Evidence your auditor signs off.

Every engagement closes with the artIfacts engineering, security, and audit teams need - same evidence, multiple lenses.

Executive PDF

Risk story for the leadership team. Findings ranked, scope shown, methodology cited.

Technical PDF

Per-finding repro: request, response, impact, fix, ATT&CK technique ID.

JSON evidence bundle

Signed event log + finding records. Replayable end-to-end.

Live portal dashboard

Open findings, status, retest hooks. RBAC-scoped to your tenant.

Re-verification

Hook fires the moment you ship the patch. PASS or FAIL written back to the dashboard.

Compliance-ready report

Per-engagement findings mapped to SOC 2, ISO 27001, PCI DSS, HIPAA, and CERT-In control requirements. Auditor-format variants on request.

Try it on your stack

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

Pick a web app, API, or Active Directory environment from your stack. We'll run a live engagement, walk through what the agents found, and show you exactly how the attack chain was built.