Where AI actually attaches to a video product — the hook points, the real-time-vs-batch decision, deployment topology, artifact formats, and what it all costs at scale. Four lessons that frame every decision in the nine blocks that follow. Includes the cost-model worksheet and the API pricing reference the rest of the course links back to.

