Billions in federal funding now flow toward AI-driven surveillance as the Trump administration ramps up border security. Private tech firms are racing to secure these contracts. This surge accelerates the deployment of automated monitoring tools. Practitioners should expect a rapid expansion of government-funded computer vision projects focused on high-stakes security environments.