Company

A cybersecurity company that keeps the model inside the boundary.

Submersion AI builds specialized, offensive-security models for organizations that cannot send sensitive work to a hosted API. We are also a security research group. The two are the same loop.

Practice

Cyber models you can actually deploy.

Submersion builds specialized cybersecurity models that bring top-tier cyber reasoning to practical security work at a fraction of the cost of similarly performing models. Our first model, Basin, helps teams investigate vulnerabilities and validate findings through our API or entirely within their own infrastructure—on-premises, in a private cloud, or air-gapped.

Specialized for the work

The models are built for cybersecurity. Offensive tasks are in scope because that is the job.

Deployed inside your network

On-premises, private cloud, or air-gapped. The model runs where the data already lives. There is no external API and no third-party retention.

Trained on real environments

Training uses real vulnerabilities and instrumented security environments, then turns validated discoveries back into the next model.

Research

Built on deep cybersecurity experience.

The Submersion AI Security Research Team brings together practitioners with extensive experience defending government and enterprise systems. That experience shapes how we investigate vulnerabilities, validate their impact, and build models for the challenges security teams face every day. Our research connects hands-on security work with the development of AI that defenders can put to use.

The first model

Put Basin to work on your security challenges.

See what Basin can find in your systems and codebases. Start an evaluation built around your security workload, your team's goals, and your deployment requirements.