Data is received that characterizes infusions administered to a patient among each of a plurality of infusion channels. Thereafter, a plurality of infusion events and respective event times are identified based on the received data. A temporal view of the infusion events can then be displayed in a graphical user interface and/or the temporal view of the infusion events can form part of a report. The temporal view segregates each channel into a separate swim lane with each swim lane visualizing infusion events for the corresponding channel at the respective event times. Related apparatus, systems, techniques and articles are also described.