Company
Research
Our research focuses on making autonomous security testing more accurate, explainable, and useful for defenders. We work on attack-path reasoning, continuous assessment methods, and the responsible use of AI in offensive security.
Focus areas
Autonomous attack reasoning
How to chain discrete findings into end-to-end attack paths and prioritize by business impact.
Continuous security assessment
Methods for keeping external, web, cloud, and internal assessments in sync with a changing attack surface.
Adversary alignment
Mapping security controls and findings to frameworks such as MITRE ATT&CK and NIS 2 for clearer risk communication.
Human-AI collaboration
Designing tools that amplify analyst judgment while automating repetitive reconnaissance and validation.
Engagement
We collaborate with enterprises, regulators, and academia where our work can improve security outcomes. For research partnerships or speaking opportunities, please contact us through the main contact form or reach out to our team directly.