A privacy notice is a short descriptive statement that describes to users how their information is used and why? When a mobile application uses any personal information of the user, such as location, it must provide them with a privacy notice. However, creating concise and accurate privacy notices with each update to an application is a challenging task. Previous efforts have focused on creating these notices through questionnaires or predefined templates which do not make application source code traceable with privacy notices. Lack of traceability between source code and privacy notices leads to inconsistencies and inaccuracies. In this paper, we discuss our approach to creating privacy captions, short sentences that describe how and why users’ personal information is used. by translating the application’s source code. In this work, we explain our plan to implement our approach and demonstrate the steps we have implemented so far.