An infusion management platform specifies, for each of a plurality of containers, an identification for one of a plurality of patients, an identification for an infusion module, and attributes characterizing fluid within the container for infusion into the corresponding patient. Thereafter, the infusion management platform receives data from a plurality of infusion modules characterizing administration of fluid to each of a plurality of patients. It can then be determined by the infusion management platform for each container using a rule set, an amount of the fluid infused to the corresponding patient and an amount of fluid remaining in the container. Data can then be provided that characterizes the determined amount of infused fluid and the determined amount of remaining fluid for each container. Related apparatus, systems, techniques and articles are also described.