Yirt Grek

Our Story


We have found exploits in devices used by millions of consumers and that are probably sitting in your homes right now. Building these skills takes years of practice and training, leading to a large disparity between the amount of firmware created today and the amount of people capable of securing those devices.

With the raise of AI we hoped that new models could help lessen this gap however the state of the art models today still can't handle this task. This is for a varity of reasons like models being general purpose and not specialized, models focusing on human readable language and not binary files, and more foundational AI problems such as sparse rewards and transfer learning.

Binary analysis provides a rich training ground for solving these problems and pushing the boundry of AI forward. You can easily generate large amounts of data and unique cases, experiment on different sizes of data, and work in a problem domain grounded in reality not a limited game world. We are pushing forward the boundries of AI in order to develop an agent that can exceed ourselves in detecting vulnerabilities in firmware.

What We Offer


IdentifyCritical Risks
Evaluate your security posture and uncover vulnerabilities in your systems and firmware in order to reduce the attack surface of your platform.
Continous Monitoring
Unlike tradional pen testing that lasts for a short time our AI agents can be integrated into CI/CD pipelines and ran against every new build.
Meet Compliance and Third-Party Requirements
Our reports are suitable for vendor risk assessments, M&A due diligence, and regulatory requirements.
Zero Setup
No access or modifications to source code, custom build enviorments, or any developer setup. The AI runs directly against the compliled binary firmware you would deploy live.
Custom Models
Our models are trained and finetuned specifically for analyzing binary files and are able to use custom MCP tools to further analyze firmware.
On Premise
Keep your data safe. We developed our own finetuned models that can deployed on your own servers and don't require internet access or api calls.

Mission


Secure every device.

There are billions of IoT devices in the world today running millions of different firmwares and not enough security professionals to secure them all. We are building that professional for every team.

Vision


Push the bounds of AI forward while focusing on the narrow problem of binary analysis. This area allows us to generate huge amounts of data and focus on foundational problems such as sparse rewards while working towards a meaningful cause.