Techniques disclosed herein provide for increased accuracy of information regarding the administration of medicine via an inhaler by obtaining data from a variety of data sources, including a visual sensor of the inhaler. Data can then be fused to make a determination of the effectiveness of how the medicine was administered, and an indication of the determined effectiveness can be relayed to another device.