About

Realm Labs was founded by AI researchers from three traditions that converged on the same problem: adversarial machine learning, AI safety and explainability, and large-scale systems and supply-chain security. Between them, the founding team holds 20 patents and more than 5,000 academic citations across more than a decade of work on how AI systems fail and how they can be defended.

What came out of that work was a research breakthrough the team calls Deep Neural Inspection. What linked the three traditions was a shared finding: an LLM's true intent is visible only inside its own mathematical representations, not in the language it produces. DNI reads a model's internal manifolds as it processes a request, catching prompt injection, jailbreaks, data exfiltration, and unsafe behavior at the source. It is the only inspection point in an AI system that the model itself cannot forge.