Abstract: The present invention extends to methods, systems, and computer program products for tailoring administration of aerosolized bioactive material. Aspects include communicating biological and subjective information to support formulation of personalized bioactive material compositions. Aerosolized bioactive materials can be administered to humans, via inhalation, using a vaporizer device which is engineered for real time data capture, and communication, with a software application and backend computational system. Smart vaporizer cartridges can be identified and their contents recalled. Based at least on contents, appropriate (e.g., precision) doses of bioactive material can be aerosolized and administered.