Abstract: A system comprising a first expired drug usability device is provided. The first expired drug usability device comprises a first spectrometer and one or more first processors. The first processors are configured to: obtain at least one expired drug machine learning-artificial intelligence (ML-AI) model associated with a pharmaceutical drug; obtain drug expiration information of a sample of the pharmaceutical drug, wherein the drug expiration information comprises spectrometer data associated with using the first spectrometer on the sample; input the drug expiration information into the at least one expired drug ML-AI model to determine usability information associated with the sample of the pharmaceutical drug; and perform one or more actions based on the usability information.

Abstract: A refrigerated beverage dispenser conversion system includes an electric pump configured for being mounted within an interior of a refrigerated beverage dispenser, the electric pump having an inlet and an outlet. An inlet barb is operatively connected to the electric pump at the inlet, and an inlet hose is operatively connected to the inlet barb at a first end of the inlet hose. The inlet barb and the inlet hose are sized to engage an outlet of a container disposed within the refrigerated beverage dispenser to bring the container in fluid communication with the electric pump. An outlet barb is operatively connected to the electric pump at the outlet and sized for operatively connecting to an outlet hose in fluid communication with an outlet of the refrigerated beverage dispenser.

Abstract: A refrigerated beverage dispenser conversion system includes an electric pump configured for being mounted within an interior of a refrigerated beverage dispenser, the electric pump having an inlet and an outlet. An inlet barb is operatively connected to the electric pump at the inlet, and an inlet hose is operatively connected to the inlet barb at a first end of the inlet hose. The inlet barb and the inlet hose are sized to engage an outlet of a container disposed within the refrigerated beverage dispenser to bring the container in fluid communication with the electric pump. An outlet barb is operatively connected to the electric pump at the outlet and sized for operatively connecting to an outlet hose in fluid communication with an outlet of the refrigerated beverage dispenser.

Abstract: A refrigerated beverage dispenser conversion system includes an electric pump configured for being mounted within an interior of a refrigerated beverage dispenser, the electric pump having an inlet and an outlet. An inlet barb is operatively connected to the electric pump at the inlet, and an inlet hose is operatively connected to the inlet barb at a first end of the inlet hose. The inlet barb and the inlet hose are sized to engage an outlet of a container disposed within the refrigerated beverage dispenser to bring the container in fluid communication with the electric pump. An outlet barb is operatively connected to the electric pump at the outlet and sized for operatively connecting to an outlet hose in fluid communication with an outlet of the refrigerated beverage dispenser.