NYC's dynamic tech ecosystem is being heavily shaped by a number of cutting-edge software companies . Leaders like Waymo and Amazon maintain a significant presence, while rising players such as MongoDB are quickly scaling their operations within the metropolis . Furthermore , firms focused on fintech , medical care , and AI are driving innovation