PS2MS.PS²MS is an AI-driven predictive system designed to identify new psychoactive substances (NPS) using mass spectrometry. It generates a synthetic NPS database by enumerating feasible derivatives of known substances and employs deep learning to predict their mass spectra and chemical fingerprints.