Hive provides APIs for pre-trained AI models for content understanding, search, and generation across text, image, video, and audio.
Twelve Labs
TwelveLabs delivers enterprise video AI powered by multimodal intelligence. Search, analyze, and understand video across vision, audio, and language.
About Twelve Labs
Twelve Labs is an enterprise video intelligence platform and API. It ingests video through a single pipeline and converts it into searchable, AI-ready data, indexing vision, audio and language modalities together so users can work with large video libraries. Access is offered through an API and SDK, MCP, and integrations, alongside a hosted platform and a video intelligence agent called Jockey.
Key features
- Natural-language search across video libraries without manual tags
- Locates actions, scenes, dialogue and human emotions in footage
- Automatic detection of scene changes, breaks and pacing shifts
- Flags policy risks, sensitive content and brand-safety issues
- Generates highlight cuts and exports them into editing workflows
- Surfaces patterns and signals across video at scale
Best for: Organizations in media, sports, advertising, government and security that need to search, review and analyze large volumes of video at scale.
Good for
- Indexes multimodal data through a single pipeline, with the site stating an hour of video can be indexed in a minute
- Covers search, segmentation, compliance review, highlight creation and insight generation in one platform
- Offers API, SDK, MCP and integration paths for developer and enterprise workflows
Watch out for
- Pricing is not published on the homepage
- Accuracy and benchmark figures, including the stated #1 ranking on Video-MME, are vendor-reported on the page
- The site describes the tool as aimed at organizations working with video at scale, rather than casual or small-scale use
Twelve Labs at a glance
- Website
- twelvelabs.io
- Category
- AI & Machine Learning › AI Search & Research
- Type
- Online tool
- Pricing
- Not confirmed. Check the site
- Platforms
- Web
- Open source
- Not stated
- Language
- English
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
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Twelve Labs FAQ
What is Jockey?
The homepage describes Jockey as a video intelligence AI agent, presented as the first of its kind.
How fast does indexing work?
The site states that ingest runs at roughly 60x real-time speed through a single pipeline, that an hour of video can be indexed in a minute, and that volumes can reach 10,000 or more hours per day.
Can generated highlights be used in editing software?
The homepage says highlight material is found, assembled and exported directly into the user's editing workflow.
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