In this case study, URI discovers:

• Engineers primarily create new vehicle models by duplicating existing ones, but the current cloning process requires unnecessary steps that waste valuable development time.
• The inability to filter through thousands of sensors creates significant workflow barriers, with engineers expressing frustration at the lack of search functionality and sorting options.
• Functionality of interface elements often overlap and terms such as “Upload” and “Publish,” create uncertainty about whether actions apply to the sensor catalog or just the current model.