Public-facing overview (editable).
DeepMatrixLens (DML) is an AI-powered research intelligence platform that structures and compares evidence across large bodies of scientific and technical material. It extracts measurable effects and context, assigns transparent confidence scoring, and enables auditable filtering and replay for decision support.