CVAT
Annotates images, video, and 3D data for computer vision teams
Updated June 2026
Overview
- Website
- cvat.ai
- Founded
- 2017
- Headquarters
- Wilmington, Delaware, USA
- Segment
- Data Labeling & Annotation
Product overview
CVAT is an open-source visual data annotation platform used to label images, video, and 3D data for computer vision and AI workflows. It includes automation tools for detection, segmentation, and tracking, plus collaboration and QA features for teams.
Revenue model
Open-source platform with enterprise, services, consulting, and customization offerings
Moat
- Switching Costs
- Distribution
- Network Effects
CVAT’s moat is mainly open-source adoption and workflow integration: it becomes sticky when teams build annotation processes, scripts, and QA around it. It also benefits from network/distribution effects via community contributions and enterprise familiarity, but it is not strongly protected by patents or proprietary technology.
Headwinds
Open-source model limits monetization opportunities compared to commercial competitors