Digital technologies and AI, particularly machine learning, are transforming medicine, medical research, and public health. Automated analytics, alerts, and reporting tools can keep officials in the know as emergent situations evolve. This research provides the requisite background, addresses challenges and obstacles, and offers an AI readiness assessment framework and a seven-step guide to getting to “go!”