Building an in-house agent that finds vulnerabilities in applications is now within reach of most engineering teams. Building one that proves every finding, runs safely against production, stays within scope, logs every action, and keeps up with every release is a product, and that is what XBOW is.
The New Questions
A year ago, security teams weren’t convinced AI could find real vulnerabilities. Now they’re convinced, and have access to capable models plus engineers who can wire them to browsers. But new questions are emerging: is the finding real, did it touch anything it should not have, can we prove what it did, and who maintains it when the model changes?
What a Governed System Takes
| WHAT YOU NEED | BUILDING IT | |
|---|---|---|
| Proof a finding is real | Build and tune a separate validation step, per vulnerability class | Independent validators confirm exploitability before a finding reaches your team |
| Evidence your engineers accept | Design the report and the reproduction format | A complete, reproducible trace for every finding |
| Safety in production | Write the guardrails, test them, own the incident if they fail | Non-destructive execution, audit trails, and review before findings surface |
| Scope enforcement | Build it and prove it to your own security review | You define what XBOW can test; XBOW operates within the scope you set |
| Logging and audit | Build and retain it | Every action the agents take is logged and reviewable |
| Parallel scale across many applications | Orchestration, cost control, and queueing | Thousands of specialized agents explore applications and APIs in parallel |
| Integrations | Build each one | XBOW connects with the systems your teams use, like Jira and Microsoft Security |
| Enterprise controls | Build SSO, roles, residency | SSO and SCIM on Enterprise; regional API hosts |
| Maintenance as models change | A standing team | XBOW's product and research teams |
When Building Makes Sense
Build. If your goal is research, or a narrow internal tool for one application, building can be the right call and a good way to learn.
Buy. If your goal is continuous, governed coverage of many applications that your auditors, engineers, and leadership will rely on, compare the total cost of owning that system with a platform built for it.
FAQ
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A 5 minute overview of XBOW.