We map how diseases work and how drugs fail — into logic you can see, trace, and verify.
A jet engine is stress-tested thousands of times before it flies. Every bolt has a failure probability. Every path from cause to catastrophe is mapped, measured, and reviewed.
A new drug? Pick a target based on partial evidence. Run trials for a decade. Pray.
Nuclear reactors re-run the entire risk model when a single pipe changes. In drug development, nobody checks the underlying logic at all — until a Phase III failure burns $500 million and five years.
AI finds patterns. But patterns aren't explanations. And nobody can audit a model with 5 million edges.
AI finds that A correlates with B. VRM shows why A causes B, through which pathway, with what probability — and what breaks if you intervene.