Over the past decade, there has been a growing sense of mistrust between the general American public and local law enforcement. We created VigilAI to bolster trust between the general public and the American police through the means of data-driven machine learning to identify deviations between protocol and on-duty actions. We decided to create a neutral application to assess the constitutionality of actions taken by police officers to reinforce accountability and promote better training practices among officers.