IRF Systems is the result of a purposely built community of developers, artists, designers, technologists, strategists, and partners focused on ethically aligned AI.

We celebrate individual contributions and thrive through collaboration.

IRF Systems designs and deploys runtime-level governance for AI. Our infrasturcture delivers what general-purpose LLMs cannot. These features include deterministic tone control; role separation and memory scoping, recoversive containment and recover; and Human-aligned escalation and auditability.

We don't train base models. We control their behavior. We don't build apps for the sake of distribution, we build them to prove our theory, showcase our runtime, and drive the company forward. Our infrastructure governs agent conduct in real time, and every app we develop exists to validate that governance under real-world pressure.