twelvelabs

twelvelabs

TwelveLabs provides an enterprise video intelligence platform and API that turns raw video into searchable, AI-ready data at massive scale, enabling natural-language search, automated segmentation, compliance scanning, highlight creation, and insights extraction for organizations working with large video archives.

twelvelabs is video software teams evaluate for video. Use this page to review pricing, integration signals, and the best alternatives before you commit.

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#65 in Video (65 tools)
Added 0 year ago
Data reviewed Jul 15, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: Video

What it does

Video software for decision-makers comparing workflow fit and alternatives.

Best fit

Video

Pricing snapshot

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twelvelabs

TwelveLabs is a video intelligence platform and API that ingests multimodal video, image, and audio data and converts it into searchable, AI-ready representations at scale. The platform emphasizes high-throughput infrastructure (indexing an hour of video in a minute, ~60x real-time, 10k+ hours per day) and provides tools for natural-language search, automated segmentation, compliance detection, highlight creation, and large-scale insights for enterprise video workflows. It is intended for organizations in media, sports, advertising, government, security, and other industries that need to turn passive video archives into actionable assets.

AI video intelligence platform for searching, analyzing, and generating text from video content.

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Key Features

High-throughput ingestion & indexing

Ingest multimodal data through a single pipeline at ~60x real-time speed; index an hour of video in a minute and handle 10k+ hours per day.

Search & Discover

Search entire video libraries using natural language to locate actions, scenes, dialogue, and emotions across hours or years of footage without tags; one unified index across modalities.

Segment Content

Automatically identify natural breaks, scene changes, and pacing shifts in long-form video using video reasoning rather than transcript-only approaches.

Ensure Compliance

Identify policy risks, sensitive content, and brand safety issues at scale with explainable AI to speed review workflows.

Create Highlights

Describe desired outputs (e.g., rough cuts or thematic clips); the platform finds material, assembles clips, and exports directly into editing workflows.

Generate Insights

Analyze video at scale to surface patterns and signals for creative and editorial decision-making.

Proprietary models

Includes Marengo (multimodal embedding model) for spatiotemporal embeddings and Pegasus (video language model) that reasons over the full temporal arc of assets.

Developer tools & APIs

API, SDKs, Developer Hub, API Docs, and a Playground for trying features and building integrations.

Enterprise security & deployment

SOC 2 Type II certification, encrypted data handling, and flexible deployment options.

Pricing

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Use Cases

Media & Sports content discovery

Locate exact moments in games or archives quickly to package content for fans and create highlights at scale.

Advertising & contextual targeting

Place ads only in brand-safe scenes and perform contextual targeting driven by understanding of video content rather than metadata.

Public sector & security

Evidence management, anomaly detection, and after-incident reporting performed in minutes using video intelligence.

Archive transformation

Turn long-form archives into searchable, timestamped clips and searchable assets that previously required days of manual research.

Compliance & content moderation

Automate policy risk detection and brand safety review across large video libraries.

Integrations

FiftyOne

Customer testimonial references simple integration with FiftyOne and documentation/tutorial support for that integration.

Editing workflows / export

Platform can assemble and export highlight clips directly into existing editing workflows (as described on the site).

API & SDK integrations

API and SDKs enable integrations with customer systems and workflows (Developer Hub / API Docs referenced).

Benefits

Dramatically faster indexing and review (index an hour of video in a minute; ~60x real-time throughput).
Search and discovery by natural language across all modalities without manual tagging.
Automated segmentation, highlight creation, and insights reduce manual editorial effort and accelerate workflows.
Enterprise-grade security (SOC 2 Type II, encrypted data handling) and flexible deployment.
Developer-friendly APIs, SDKs, and a Playground for rapid experimentation and integration.

Limitations

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Frequently Asked Questions

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Getting Started

  1. 1 Try the Playground to experiment with the platform interactively.
  2. 2 Visit the Developer Hub and review API Docs and SDKs to integrate programmatically.
  3. 3 Talk to Sales for enterprise onboarding, deployment options, and production support.

Support

Docs

Developer Hub and API Docs provide documentation and developer resources.

Sales

'Talk to Sales' link on the site for enterprise inquiries and onboarding.

Playground / Trial

Playground for trying features interactively.

Newsletter / Blog

Monthly newsletter and blog updates for product news and announcements.

API

Available: Yes
Documentation:

API Docs and SDKs available via the Developer Hub (links on the site).

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