Billions in federal funding now flow toward AI-driven surveillance as the Trump administration ramps up border security. Private companies are racing to deploy automated monitoring tools to capture these contracts. This surge accelerates the commercialization of high-stakes surveillance. Practitioners should expect rapid scaling of vision-based AI in government security infrastructure.