Paperflow is an LLM-assisted research presentation workspace that transforms academic papers into structured presentation timelines with aligned talking points and speaker notes. It combines automated content extraction with interactive editing tools so users can quickly generate presentations while maintaining control over structure, timing, and narrative flow.