Chad Dumstorf

I’m Chad Dumstorf, founder of DumstorfAI™ and developer of DAIXIS™. I work at the intersection of biomedical science, scientific interpretation, and responsible AI.

With formal training in pharmacology and toxicology (M.S., Ph.D.), I specialize in translating complex biomedical, toxicology, and clinical data into clear, defensible understanding.

My work emphasizes mechanistic reasoning, evidentiary discipline, and U.S.-based AI systems designed to support — not replace — human scientific judgment.

Through DumstorfAI™, I focus on scientific interpretation, evidence communication, and the disciplined use of AI in scientific and medical decision making.

DAIXIS™ extends that work through a governance framework designed to make scientific interpretation visible, traceable, and defensible. It builds on The Unowned Layer, my work examining the interpretive gap between computational outputs and the decisions organizations ultimately make.

Learn more:
🌐 DumstorfAI™ — www.dumstorf.ai
🌐 DAIXIS™ —www.daixis.ai

If it’s scientific, I clarify it. If it’s complex, I translate it. If it needs direction, I guide it.