Regardless of policing strategy, ongoing training is essential to ensure that officers are competent, effective, and aligned with community expectations. Investing in training supports the development of skills and knowledge needed for policing, and especially in an urban post-2020 environment. The risks of underinvestment in officer competency and training are high, and we should learn from the preventable tragedies of the past.