OPINION: With the use of predictive policing driven by artificial intelligence (AI) becoming increasingly prevalent, University of Virginia Postdoctoral Researcher Maria Lungu argues that to address fears of overreach, bias, and a range of ethical concerns, government generally and law enforcement in particular should ensure that all data-driven tools are grounded in democratic values of due process, transparency and accountability.