Enter password to view Website Audit
Published on
2026-03-24
For
CVAT.ai
Score
19
Leading open-source computer vision annotation platform. Originally developed at Intel as an open-source project (opencv/cvat on GitHub), commercialized as CVAT.ai Corporation founded 2022. Products: CVAT Online (cloud annotation, start in 60 seconds), CVAT Community (open-source, self-hosted, free), CVAT Enterprise (self-hosted with GDPR/CCPA/HIPAA compliance, SOC 2, dedicated support), Labeling Services (managed annotation). Key capabilities: bounding boxes, polygons, keypoints, skeletons, cuboids, 3D point clouds, trajectories; AI-assisted annotation with SAM (Segment Anything Model); auto-annotation; collaborative workflows. Scale: 200,000+ developers worldwide. Investors: NVIDIA GPU Ventures, Prospective Technologies Ventures. Use cases: autonomous driving, robotics, medical imaging. Significant tailwind from Scale AI/Meta deal — enterprises moving sensitive datasets to open-source/self-hosted tools. Open-source annotation market: $500M in 2025, growing 25% CAGR to $2.7B by 2033.
Market
Data Annotation / Computer Vision / Open Source AI Tools / Self-Hosted ML Infrastructure / Enterprise AI Data
Audience
ML engineers and computer vision teams at enterprises with sensitive data (healthcare, defense, automotive) requiring on-premises annotation; open-source developers building custom CV models; enterprise AI teams evaluating Scale AI alternatives post-Meta deal
HQ
Palo Alto, CA, USA
Content
5
Content
8
Content
10
Content
13
Content
16
Content
20
Strategy
24
SEO
27
Content
30
Freshness
33
Frequently asked
What kind of companies do you work with?
We work with ambitious tech companies — typically Series A and B — at the moment where the brand and website haven't kept pace with the business.
You've found product-market fit. Now you need to look the part, communicate clearly, and move fast enough to stay ahead.
That's the problem we're built for.
What does a typical project look like?
We've had bad experiences with agencies before. What's different?
Why Framer over other platforms?
How do we get started?
How does pricing work?
Recent work






V7 Labs






Enzai






Utila






Centific






Buena






trawa






Portex Global






Othello AI






Echo






Pools






Contentcloud





