Turn scattered videos/articles into a searchable, structured knowledge wiki

Turn scattered videos/articles into a searchable, structured knowledge wiki targets a $30.0B = 300,000 mid-to-large orgs x $100K avg annual spend on knowledge-management, content-ops, and enterprise search total addressable market with medium saturation and a year-over-year growth rate of 18% = enterprise knowledge management + content intelligence annual growth estimate.

Key trends driving demand: Multimodal-AI -- improved models extract meaning from video/audio and text, enabling unified, semantic representations.; Recorded-everything culture -- exponential growth in internal & external video content creates demand for indexing/QA.; Knowledge-first orgs -- teams prioritize searchable institutional knowledge over siloed files and individual notes..