Video understanding AI
TwelveLabs
TwelveLabs builds AI models and tools that let developers and enterprises search, summarize, and analyze video libraries. Its Marengo embedding model makes video content searchable across visual, audio, and speech signals, while Pegasus converts footage into structured information such as scenes, entities, and temporal segments. Developers access capabilities through REST APIs and Python or Node.js SDKs. Jockey, available in research preview, extends this to questions spanning video and image collections: it plans multiple steps and returns answers grounded in cited moments.
Founded in 2021, TwelveLabs grew from work analyzing video during military service. Its founding team comprised CEO Jae Lee, Aiden Lee, SJ Kim, Dave Chung, and Soyoung Lee. Its research focuses on preserving the different signals within video: Marengo 2.7 introduced multiple specialized vectors for appearance, motion, on-screen text, and speech instead of compressing everything into one embedding. This representation supports searches for details within footage, including small objects.
In 2024, the company reported more than 30,000 developers using its platform, spanning individual experimentation and enterprise integrations. TwelveLabs raised a $100 million Series B in 2026, co-led by NEA and NAVER Ventures, with Amazon among the participants, to support research, development, and geographic expansion.
1 talk
Newest first1 speaker at AIE
Affiliations reflect their AIE appearances, not necessarily current employment.
Messages from the stage
From video representations to searchable context
Le described video as a multimodal spatiotemporal volume, presenting Marengo embeddings, Pegasus video-language reasoning, API-accessible context graphs, and Jockey. The talk also covered knowledge stores, corpus digests, and agentic search.
Affiliations reflect each recorded session, not necessarily current employment.
Company sources · checked 2026-08-28
- TwelveLabs Press: News and Media Resources
- TwelveLabs Raises $100 Million in Series B Funding to Build Video Superintelligence
- 트웰브랩스 스토리: 이름과 로고에 담긴 이야기
- Introduction | TwelveLabs
- Marengo 2.7: Pioneering Multi-Vector Embeddings for Advanced Video Understanding
- Twelve Labs is building AI that can analyze and search through videos
