01Scope & Target
Intelligence-led targeting
Rules of engagement established upfront. Vulnerability intelligence focuses effort on targets that matter.
Defined scope, no hallucinated targets
AI surfaces candidates at scale. Every candidate is reproduced by a practitioner before it counts as a finding — false positives, theoretical issues, and duplicates are discarded at this gate.
The true-positive rate counts findings a practitioner confirmed as a real vulnerability — including bugs later found to be already-reported or marked won’t-fix by a maintainer. It is one proxy for signal quality; shipped patches, further down, are the more reliable measure of impact.
Published entries link to the NVD database via CVE ID, or to our internal advisory via the Securin reference. Embargoed entries show a redacted summary; full detail publishes when the coordination window closes.
AI accelerates coverage. Every output is validated by a practitioner before it counts.
Rules of engagement established upfront. Vulnerability intelligence focuses effort on targets that matter.
Frontier models map the attack surface at scale. Human expertise directs them to the code paths that matter.
Every output is triaged against practitioner tradecraft — discarding false positives, theoretical issues, and hallucinated findings. What remains is forged into working exploits and exploit chains, powered by CWE research intelligence.
Vendor receives the report and exploit under a 90-day embargo. We coordinate the patch and publish the full advisory under CNA and GNA authority.
We record the model’s severity assessment before any human or vendor sees it, then compare it against the severity a practitioner confirms during triage. The gap is the value we add.
The model’s assessments are produced with no project context. A maintainer may rate the same bug differently under a project-specific threat model — which is exactly why a human sits between the model and the report. Cells on the diagonal are exact agreement; the brightest cells should run corner to corner.
Define the target stack. We deliver a validated exploit, coordinated patch, and signed advisory — before public disclosure.
See the capabilityCVSS data, vendor, vulnerability class, disclosure timeline — all indexed and available for your reporting.
See the full breakdownBring your finding. We handle CVE assignment, vendor coordination, and publication. You retain full authorship and credit.
Get involvedThree capabilities, one pipeline.
Frontier models directed by practitioner expertise. Human accountability at every stage.
Scales reconnaissance across large attack surfaces. Surfaces candidates for AI analysis — widening what the discovery program can reach.
240,000+ CVEs tracked. Prioritises targets by real-world exploitability and sharpens remediation with risk-based context.
Automated pentesting widens coverage. Vulnerability intelligence focuses effort. AI workflows accelerate discovery. Human experts validate and weaponise.
One starting point, wherever you sit.