A new multi-agent system called DeepSlide uses a logical-chain planner to manage time-budgeted narratives. It moves beyond simple slide generation by integrating content-tree retrieval and rehearsal support. This human-in-the-loop approach ensures evidence-grounded scripts and pacing. Researchers can now automate the transition from raw data to a fully rehearsed scholarly presentation.