TwelveLabs has introduced Rodeo, a new AI video editing application designed to help creators search, organize and assemble footage using plain-language prompts. The company says the product is aimed at people who already have video assets and want to work faster, rather than at users looking to generate synthetic clips from scratch.
Rodeo is the first application-layer product from the AI lab, which has previously focused on models built for enterprise production workflows. The new tool is intended for nontechnical creators such as YouTubers and influencers, a group TwelveLabs says represents a larger market than its existing enterprise customers in unscripted television and documentary production.
The product runs on the company’s proprietary Marengo and Pegasus models. TwelveLabs says those systems are designed to understand footage in context, including details such as pacing, emotion, dialogue, narrative structure and visual sequence.
Users begin by uploading footage into the platform. Rodeo then analyzes and labels the material automatically, allowing users to describe the clips they want to find in everyday language. The system surfaces matching shots, which can then be dragged into the editor.
Each retrieved clip includes an AI-suggested alternative, and dialogue clips come with transcripts. If the results are not quite right, users can refine their prompt and search again. Finished projects can be exported in formats that work with post-production software, which TwelveLabs says is meant to reduce the time editors spend sorting through large amounts of raw video.
In a demonstration for The Deep View, Ryan Khurana, who leads agents and applications at TwelveLabs, showed how Rodeo could turn 40 hours of NASA footage into a 33-second highlight reel in minutes.
Khurana said the company sees AI as a tool for making use of existing material rather than generating new videos from nothing. He argued that many creators need help extracting value from footage they already own and that AI can shorten the workflow without replacing human judgment.
“We would never want to build a system that took away creative judgment,” Khurana said in the interview. He added that AI is not meant to make the creative decisions itself.
TwelveLabs is pitching Rodeo against a backdrop of growing concern about low-quality AI-generated video flooding social platforms and ad channels. The company says its goal is the opposite of that trend. Instead of creating more synthetic content, it wants to help people produce more authentic work by cutting down the time required to find and edit human-made footage.
Khurana said the imbalance between demand for content and the amount of fresh material available often fills feeds with lower-quality output. He said making it faster to work with real footage could help quality content reach audiences more effectively.
The company’s approach also comes as the entertainment industry continues to debate where AI fits in production. Questions about disclosure, authorship and the role of machine-generated material have become more prominent across film, television and social video.
With Rodeo, TwelveLabs is betting that AI’s strongest role in video may be as a workflow accelerator. Rather than replacing the creative process, the company wants its software to speed up the most time-consuming parts of editing while leaving final judgment in human hands.