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Neo Platform Overview Neo is an autonomous security platform that discovers exploitable vulnerabilities, proves they’re real with actual evidence, and gives your team exactly what they need to fix them. It replaces the patchwork of scanners, manual pentests, and triage workflows with a single system that handles security testing end to end, from PR review to production pentesting. Whether you have a dedicated security team or your engineers own security themselves, Neo covers the full loop: secure design reviews on new features, continuous pentesting from PR to production, regression detection when your codebase changes, and automatic retesting when fixes ship.
  • Proof, not alerts: Neo validates every finding with concrete evidence, payloads, execution traces, and step-by-step reproduction. Your team stops triaging noise and starts fixing what’s actually exploitable.
  • Context that compounds: Neo learns your services, architecture, and business logic across every workflow. It knows what your payments API is, how your auth flows work, and where your attack surface has changed. Every assessment is faster and more targeted than the last.
  • Security embedded in your workflow: Neo triggers security reviews on every GitHub PR, creates and triages findings directly in Linear or Jira, and retests fixes automatically.

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Why Neo

Engineering teams ship faster than security can keep up. Every PR, every deployment, every new service widens the attack surface, and the tools meant to help can’t keep up: scanners that flood you with false positives while missing what’s buried in business logic, pentests that are outdated before the report lands, and triage workflows where engineers waste hours on findings that aren’t even exploitable. Every release widens the gap between what’s shipping and what’s been tested. Neo is built on ProjectDiscovery’s open source security toolchain, with every tool re-engineered for how AI agents reason. On top of that, we’ve built entirely new infrastructure: specialized browsers, debuggers, payload generators, verification engines, and scalable crawling and extraction, all wired with runtime context that steers long-running assessments across different environments and complex multi-step attack paths that pattern-matching scanners can’t reach. The depth and creativity of a skilled pentester, running continuously across every change your team ships.

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Get Started

Neo is currently in early beta access. If you’re interested in running Neo against your stack, request access here.