# Beyond pentesting. Agents that challenge every boundary.

> Frontier adversarial agents attack your live systems around the clock, testing security boundaries and business logic against the threats that matter to you. They prove real attack vectors with working exploits and ship fixes as reviewable PRs.

Canonical: https://pensar.dev/adversarial-testing

## Discover verified vulnerabilities across your attack surface.

Agents surface previously unknown vulnerabilities by chaining attacks across your attack surface, probing your business logic, infrastructure, and live systems the way a real adversary would. Every finding ships with a proof-of-concept exploit and the patch.

## Bring your own threat model.

- **Simulate real adversaries.** External attackers, internal threats, anonymous visitors, a malicious agent, a compromised partner integration. Agents assume the role and attack with exactly its access.
- **Protect your crown jewels.** Payment flows, customer PII, admin access, tenant data, the models and data behind your AI agents. Name what matters most and every attack aims at it.
- **Test your threat models.** Cross-tenant data access, privilege escalation, paywall bypass, refunds issued without approval, etc. Attacked on every deploy, with a working exploit or evidence the security boundary held.

## Testing that never stops. Wired into your pipeline.

Adversaries don't test you once a year, so neither do we. Run Pensar on a schedule and wire it into your CI/CD. Every change is adversarially tested before it ships, and proven exploits are patched in the same pipeline that introduced them, long before they reach production.

## Your attack surface changes every deploy. Pensar watches it for you.

Every release adds endpoints, resources, and services, and new ways in. Pensar continuously discovers what's new across your attack surface and adversarially tests each addition the moment it appears, so no deploy quietly opens an unguarded door or introduces fresh risk.

## How it works

1. **Map the live surface.** Agents fingerprint your running apps, APIs, and integrations, grounded in your code and docs to learn how the system actually behaves.
2. **Chain a real attack.** They compose multi-step exploits against your business logic, then drive a headless browser to execute the chain against the live target.
3. **Prove it, then patch it.** Each finding ships with a reproducible PoC and a reviewable PR. Your team merges the fix alongside the rest of their work.

## Why it's different

- **Runtime, not source.** Pensar attacks the running system, not a static snapshot of your code. The findings are exploits that actually fired against your live environment.
- **Continuous, not a point in time.** Wired into CI/CD, every staging build is tested as your attack surface grows, instead of one report a year that's stale by the time you read it.
- **Chained, not checklisted.** Agents pursue multi-step attack paths the way a real adversary would, surfacing the chained exploits and business-logic flaws that scanners and checklists never reach.

## Proof

> Every finding arrives with the exploit that proves it and the patch that closes it. There is nothing to triage and nothing to reproduce by hand.

## Frequently asked questions

### How is this different from a scanner or a SAST tool?

Scanners read your code and guess at risk. Pensar attacks the running system and proves it, chaining multi-step exploits and business-logic flaws that signature-based tools structurally cannot reach. Every finding is an exploit that actually fired, not a pattern match.

### Can Pensar test for threats specific to my business?

Yes. You define custom threat models in plain language: who your adversaries are, what assets matter most, and the scenarios you're worried about, like one tenant reading another tenant's data or a free user reaching paid features. Agents pursue each scenario as a standing objective on every run and return either a working exploit or evidence the security boundary held.

### Does it run against production?

By default Pensar runs against staging or preview environments, and you scope exactly which targets are in play. Many teams wire it into CI/CD so every staging build is tested before it ships.

### What does POC-verified mean?

Each finding ships with a reproducible proof of concept: the exact steps and payload that triggered the vulnerability against your live system. There is nothing to triage by hand and nothing that turns out to be a false positive.

### Do findings come with fixes?

Yes. Findings arrive as reviewable pull requests with the patch already drafted, so your team merges the fix alongside the rest of their work instead of starting from a report.

### Can I get a pentest report from Pensar?

Yes. Pensar will assign an OSCP-certified, US-based pentester to write and deliver an audit-ready pentest report. Our pentesters audit findings, ensure complete scope coverage, and close any testing gaps before delivering a full pentest report. Redacted report can be shared upon request.

## See what continuous adversarial testing finds.

Point Pensar at a staging environment and get your first proven exploits in under 30 minutes.

- Get a demo: https://cal.com/team/pensar/pensar-scoping-call
- Read the docs: https://docs.pensar.dev