The University of Waterloo launched the Futures Lab in partnership with Google to train students in AI development. Participants build practical tools to bridge the gap between academic theory and industry requirements. This incremental initiative focuses on workforce readiness. It provides students direct experience with production-grade AI deployment workflows.