Navigation needs for persons with blindness are significantly different from that of sighted people. For them, most of the exisiting smartphone based apps like google maps etc. offer limited help for safely navigating to the destination. In my talk I will talk about my recent work on Open Street Map based navigation app and its use as a data collection platform for capturing users' unmet needs while they traversed different routes using the app.