A work machine management system includes: a position detecting device to detect a position of a work machine traveling on a travel route; a non-contact sensor to detect an object in a vicinity of the travel route in a non-contact manner; map data to accumulate information on existence and a position of the object in the travel route on the basis of detection data obtained by the position detecting device and detection data obtained by the non-contact sensor; a travel route generation unit to generate the travel route where the work machine travels; and an identifying unit to identify perfection of the map data.