Computational procedures increasingly inform how we work, communicate, and make decisions. In this talk, I draw on interviews and ethnographic observations conducted within the Los Angeles Police Department (LAPD) to analyze the organizational and institutional forces shaping the use of information for social control. I reveal how the police leverage big data and new surveillance technologies to allocate resources, classify risk, and conduct investigations. I argue data-intensive policing does not eliminate discretion, but rather displaces discretionary power to earlier, less visible parts of the policing process, which has implications for organizational practice, law, and social inequality.