This column outlines a blueprint from the Colorado State Patrol (CSP) that led to the successful implementation of an impactful intelligence-led policing effort at a manageable cost. The CSP enjoyed substantial improvements to key traffic-safety and crime metrics with innovative integration of people, best practices in data management, and creative use of widely available software. The approach can be emulated by other agencies.