BIOVIA’s agentic AI for drug discovery on the 3DEXPERIENCE® platform is getting an upgrade. By building the MARIE virtual companion with the NVIDIA BioNeMo Agent Toolkit and BioNeMo, we are shortening the path from a scientist’s question to a correctly executed computation while improving the accuracy, precision, explainability, and traceability that real R&D decisions depend on.