Disciplined scientific-interpretation and governance services for biomedical teams and medical affairs, keeping claims rigorously bounded to what the evidence supports (Biomedical Scientific Interpretation; Independent Medical Affairs Consulting). U.S.-built AI strategy and governance products that enable explainable, accountable, human-subordinate AI and formalized interpretation controls (Scientific AI Strategy; DAIXIS governance system).