The AI-powered chapter generation approach makes sense for streamlining presentation creation. We've seen similar challenges with our influencer marketing decks - manually organizing content across different media types is time-consuming. How does Magic Effects handle complex technical terminology during transcript analysis? In our experience working with 120M+ creator profiles, AI sometimes struggles with industry-specific language that's crucial for accurate timing synchronization. Would definitely test this with our quarterly business reviews.