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Offensive security, unsupervised.

Berdaya is Penetration Testing as a Service. AI agent swarms attack your live web apps, APIs, and cloud in parallel, prove every vulnerability with a working exploit, and help you fix it — continuously, not once a year.

Get started First verified findings in < 8 hoursSee how it works
<8 hrs
to verified findings
<10 min
to first deployment
<1%
false positives
24/7
continuous coverage

fig. 01 — the swarm, at workpowered by BRD-1

Trusted by security & engineering teams at

  • VAULTPAY
  • Helix Health
  • NORTHWIND
  • Stackline
  • CARELOOP
  • Orbital
  • Finara
  • LOOMLY AI

[ the problem ]

Software ships every day.Security testing hasn't kept up.

Old Way

  • Weeks to schedule and scope a single engagement.
  • Six figures per pentest, once a year.
  • A PDF that's already stale on arrival.
  • One snapshot, then blind for 12 months.

The Berdaya Way● Swarm active

  • Point us at your app, deployed in minutes — easy scoping, no agents to install.
  • Runs continuously & unsupervised, probing every hour, every day, as you ship.
  • Every finding ships a working exploit, proven before it ever reaches you.
  • Fixes are retested automatically, so “fixed” means verified, not assumed.

[ proof, not alerts ]

Berdaya proves exploitability.

Agents attack the running application the way an attacker would. When you connect the repo, they trace each finding back to the code that caused it — and deliver an exploit proof, or a patch.

  1. </> repo

    Source code

    Optional

  2. 128 agents

    Agent swarm

    Unsupervised · parallel

  3. https://

    Your live app

    Real defenses, real data flows

  4. chain →

    Working attack chains

    Tested against your app

  5. proof ✓

    Exploit proof — or patch

    Then retested until it holds

Results in hours

Verified findings, not a PDF six weeks later. First deployment in under 10 minutes, first proven findings in under 8 hours.

<8 hrs · vs 2–6 weeks traditional

Swarms that scale

Hundreds of security agents run in parallel as one swarm. Coverage scales with your attack surface, not your headcount.

128+ agents per target

Validated findings

Agents validate every finding with a working exploit and steps to reproduce — so your team never chases ghosts.

<1% false positives · 100% with proof

MCP & integrations

Start tests from CI/CD, push findings to your tracker, and drive the swarm through API and MCP — no UI needed.

GitHub · GitLab · Linear · Jira · Slack · CI/CD · API · MCP

[ how it works ]

From attack to verified fix.

From first deployment (< 10 min) to verified findings (< 8 hrs).
Traditional pentest: 2–6 weeks, then blind for 12 months.

Connect a targetberdaya.app/console
  • Live application & APIsWaiting for target
  • Test accounts (3 roles)Optional
  • Source code repositoryOptional — not required
  • Rules of engagement & scopeSet before first attack

[ the product ]

Findings you can act on. Validated, prioritized, and ready to assign.

Get started First verified findings in < 8 hours

Findings › Acme API pentest › BRD-142

All findings 47

SEARCH ▾

Showing 4 of 47 findings · every one with a working proof-of-concept

CriticalBRD-142 · CWE-89 · users-repository.ts:42

SQL injection in /api/users search param

The search parameter on GET /api/users is concatenated directly into a SQL query without parameterization. An attacker can inject arbitrary SQL to read or modify data belonging to other tenants.

Reproduction · proof of exploit

GET /api/users?search=' OR '1'='1→ 200 OK · returns all users across tenants
Status
Open
Severity
Critical
CWE
CWE-89

Select a finding on the left — every detail, reproduction, and fix action is real product UI.

[ agent context ]

Each attack teaches the next.

Agents build on what they learn about your application — its permissions, data flows, and defenses. Each run starts with that context, so coverage compounds instead of resetting to zero like an annual pentest.

Berdaya performance · internal benchmarks (2026)

Berdaya swarm Traditional scanner

OWASP Juice Shop

pass@1 · exploitable findings

52%
27%

Unseen internal benchmark

pass@1 · held-out targets

39%
18%

Business-logic flaws

pass@1 · scanners miss these

44%
9%

Internal benchmarks, 2026 · measured on exploitable, manually verified findings — not scanner alerts.

[ coverage ]

One platform. Every layer of your security.

Berdaya runs continuously across your code, cloud, and dependencies — and puts everything it finds in one place.

/ pentesting

Swarm Pentesting

Continuous, unsupervised pentesting of web apps and APIs — with a working proof-of-concept for every finding, not a scanner alert.

/ sentinel

PR Sentinel

An AI reviewer on every pull request. Catches vulnerabilities and risky changes before they merge and reach production.

/ cloud

Cloud Security

Continuous checks for cloud misconfigurations, exposed services, and account-takeover paths across your infrastructure.

/ watchtower

Watchtower

Every asset you've exposed — subdomains, staging, forgotten services — mapped, watched, and folded into the swarm's scope.

/ supply-chain

Secrets & Supply Chain

Leaked keys and credentials in repos and history, plus vulnerable dependencies — flagged only when actually reachable.

Keep testing as you ship

New features create new ways in. Test every release →

FIRST RESULTS: HOURS · SETUP: MINUTES

Hours
First results
24/7
Coverage
<1%
False positives
Minutes
Setup

[ safety ]

Aggressive testing. Zero blast radius.

All the findings of a real attack, none of the fallout. Unsupervised never means uncontrolled — guardrails, SSO, and audit trails are built in.

Confirm and hold

Agents prove a vulnerability exists, then stop. No chaining or escalation without your explicit go-ahead.

Scoped, never stray

Agents stay inside the targets and rules of engagement you authorize. No wandering into systems that aren't in scope.

No destructive actions

No dropped tables, no deleted data, no denial of service. Testing is safe against production by design.

Full audit trail

Every action an agent takes is logged and reviewable, so you can see exactly what happened — and show your auditor.

[ faq ]

Questions, answered.

How unsupervised agents stay safe, why source code is optional, and how Berdaya differs from a scanner.

Talk to the Berdaya team

The swarm plans, attacks, chains findings, and validates exploits on its own — no consultant driving it and no queue for a human pentester. You set the scope and guardrails once; Berdaya runs continuously inside them and only surfaces findings that are already proven.

Find your next vulnerability before an attacker does.

Start testing today — a URL and credentials is all it takes. First proven findings land within hours, not weeks.

Get started