Offensive research, vulnerability discovery, malware analysis, and attack-path analysis for teams that need technically defensible findings and actionable results.
WM Operator combines a fine-tuned AI model with a custom agent harness. It is currently in private alpha for controlled, authorized offensive-security work. Access is limited to vetted practitioners and organizations. Use must be lawful, explicitly authorized, and bounded by a defined scope.
Targeted work for difficult technologies and high-value assumptions where standard methodology falls short. All offensive activity is conducted under explicit written authorization, defined scope, and applicable law.
Original vulnerability research across open- and closed-source software using source review, binary analysis, fuzzing, and custom tooling.
Patch diffing, root-cause analysis, exploit development, and controlled validation performed only under explicit written authorization and defined scope.
Static and dynamic analysis of malicious files and complex binaries using sandboxing, instrumentation, reverse engineering, and detection development.
Analyze endpoint, network, and enterprise telemetry to identify adversary behavior, model attack paths, and prioritize high-value defensive action.
Manual engagements aimed at proving exploitability, tracing viable attack paths, and clarifying what needs to be fixed first.
Deep manual assessment of web applications, APIs, and products to find what automated scanners miss.
Scoped offensive engagements that test detection, response, and resilience against agreed adversary behaviors.
Characterize exposed assets, trust relationships, protocols, and likely attack paths across complex enterprise environments.
Document methodology, evidence, exploitability, affected systems, and likely impact in clear technical reports and decision-ready findings.
Every engagement is led and executed by subject matter experts with deep experience in vulnerability discovery, exploit development, adversary detection, and technical leadership.
15+ years across vulnerability discovery, exploit development, reverse engineering, endpoint security, and technical leadership.
15 years across vulnerability research, malware and binary analysis, exploit development, adversary detection, attack-path analysis, and security-focused AI/ML.
Additional personnel credentials are available directly to authorized evaluators rather than published on this site.
Tell us about your environment, timeline, and objectives. We'll scope an engagement that fits.
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