MLdelic (formerly SHAMAN-AI) was conceptualized as a human-machine hybrid application designed to assist prediction of mental health treatment potential of entheogenic compounds. This involved building an extensive Reference Database containing a large number of biometric records complete with associated EEG (brain wave) data. As the type of data needed was not available, the Reference Database was built internally according to strict rules and time-of-day protocols. The Reference Database contains more than 1200 of these special high value records and can be used as the basis for a variety of applications. As an example, YMIhealth (www.ymihealth.com) uses supervised machine learning to predict mental and physical condition probabilities from current time into the future.