Researchers waste hours making slides — auto-generate conference decks from papers

Researchers waste hours making slides — auto-generate conference decks from papers targets a $1.2B = 8M researchers × $150 ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY — growth in AI productivity and academic software adoption (source: industry reports on AI productivity tools and higher-education SaaS adoption).

Key trends driving demand: AI summarization and multimodal models are improving technical content extraction, enabling conversion of papers to concise slide narratives with minimal human editing.; Academic workflows are increasingly cloud-native, with researchers adopting SaaS tools for writing, collaboration, and presentations, creating distribution channels via integrations.; Conferences and hybrid events are pushing presenters to produce succinct, timed talks, increasing demand for quick, professional slide generation tools.; Teams and labs seek reproducible outputs and templates that standardize messaging, which favors tools that can preserve citation metadata and figure provenance..