---
title: "What is video intelligence?"
description: "Video intelligence is a pipeline that turns clips into structured outputs you can search: frames, detections, transcripts, and embeddings."
url: "https://pixeltable.com/learn/what-is-video-intelligence"
updated: "2026-09-29"
vertical: "Video"
doc: "https://docs.pixeltable.com/howto/cookbooks/video/video-extract-frames"
---

# What is video intelligence?

Video intelligence is a pipeline that turns clips into structured outputs you can search: frames, detections, transcripts, and embeddings.

Updated: 2026-09-29


## On this page

- [How it works](https://pixeltable.com/learn/what-is-video-intelligence#how-it-works)
- [What it is not](https://pixeltable.com/learn/what-is-video-intelligence#what-it-is-not)
- [Comparison](https://pixeltable.com/learn/what-is-video-intelligence#comparison)
- [Where Pixeltable fits](https://pixeltable.com/learn/what-is-video-intelligence#where-pixeltable-fits)
- [Questions](https://pixeltable.com/learn/what-is-video-intelligence#questions)

## How it works {#how-it-works}


- Store the clip as video.
- Derive frames, labels, and text.
- Search or serve those rows.

## What it is not {#what-it-is-not}

It is not a hosted video API that returns black-box JSON and no table you own.

## video intelligence: this, and the thing it is confused with {#comparison}

|  | This | Not this |
| --- | --- | --- |
| You own | The table of clips and derivatives | Only an API response |
| Outputs | Frames, boxes, transcripts, vectors | One opaque JSON blob |
| Refresh | Changed clips only | Resubmit the library |

## Where Pixeltable fits {#where-pixeltable-fits}

Pixeltable is the table those outputs live on. A video-intelligence API can still be the model a computed column calls.

## Questions {#questions}

### How does video intelligence work? {#faq-1}

Store the clip as video. Derive frames, labels, and text. Search or serve those rows.

### What is video intelligence often confused with? {#faq-2}

It is not a hosted video API that returns black-box JSON and no table you own.

## In the blog

- [Kubrick Video Agent Course: Building Multimodal Agents with Pixeltable](https://pixeltable.com/blog/kubrick-video-agent-course)
- [Best Video Intelligence APIs in 2026](https://pixeltable.com/blog/best-video-intelligence-apis-2026)
- [Build a Complete Video Intelligence Pipeline in 20 Minutes](https://pixeltable.com/blog/video-intelligence-pipeline-tutorial)
- [One Swing, Many Frames: How We Aggregated Video into a Summary with Pixeltable](https://pixeltable.com/blog/one-swing-many-frames-pixelgolf-uda-aggregation)
- [Build a Multimodal AI App in 4 Steps Without Writing Infrastructure Code](https://pixeltable.com/blog/build-multimodal-ai-app-four-steps)
- [Who Owns the Multimodal Data Plane?](https://pixeltable.com/blog/who-owns-the-multimodal-data-plane)

## Related

- [Documentation](https://docs.pixeltable.com/howto/cookbooks/video/video-extract-frames)
- [Build a Complete Video Intelligence Pipeline in 20 Minutes](https://pixeltable.com/blog/video-intelligence-pipeline-tutorial)
- [Best Video Intelligence APIs in 2026](https://pixeltable.com/blog/best-video-intelligence-apis-2026)
- [Video intelligence pipeline](https://pixeltable.com/use-cases/video-content-analysis)
- [Pixeltable vs Voxel51](https://pixeltable.com/compare/pixeltable-vs-voxel51)