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CVAT ENTERPRISE

Self-Hosted and Scalable Data Annotation Platform for Enterprise AI Teams

Annotate images, videos, and 3D data within your private infrastructure. Scale across teams, integrate with your ML stack, and establish a robust labeling pipeline without vendor lock-in.
Secure deployment in your VPC or on-prem
GDPR, CCPA, HIPAA compliant
Built-in auto-annotation with state-of-the-art and custom deep learning models
Backed by a global open-source community, MIT-licensed
Trusted by 250,000 ML and AI teams including
A full-fledged, enterprise-ready data annotation suite
CVAT Enterprise is designed for teams that prioritize control, scalability, and predictable operations in their annotation stack. It offers a full suite of annotation tools for high-throughput labeling workflows on your infrastructure.
Flexible deployment and scaling. Deploy CVAT in your VPC or on-premises, including air-gapped environments. Enterprise deployment includes dedicated setup assistance and architecture guidance for multi-instance configurations.
Secure access control and authentication. Secure your annotation platform with Single Sign-On (SSO), LDAP integration, and SSL support. Control access with granular permissions and maintain compliance with enterprise security standards.
Automated annotation, built-in. Save time on manual labeling with built-in deep learning models for detection, segmentation, and tracking. Connect models from Hugging Face and Roboflow, or integrate custom models via AI Agents.
Quality сontrol and verification. Ensure annotation accuracy with automatic quality checks and verification workflows. Catch errors early and maintain consistent labeling standards across your team.
Analytics and reporting. Track team performance and annotation quality with detailed analytics and customizable reports. Monitor annotator productivity, task progress, and quality metrics to continuously improve your labeling workflows.
Extendable workflows and integrations. Connect CVAT to your pipelines via the REST API or Python SDK. Customize workflows and white-label the UI to match your internal tools and brand identity.
Dedicated support and SLAs. Get priority support from a dedicated engineer with 24-hour response SLAs. Includes onboarding assistance and development hours for troubleshooting and custom configuration.
Open-source foundation, no vendor lock-in. Built on open-source CVAT, giving you full control over your annotation infrastructure. Migrate, modify, or extend your setup without dependency on proprietary systems.
Flexible deployment and infrastructure control
Get full control over where and how your data is processed without relying on third-party platforms.

Private & Isolated Deployments

Run CVAT wherever your policies require, with zero data exposure.
Deployment in your VPC or on-premises
Full support for air-gapped environments
Compatible with enterprise-grade networking and identity systems

Infrastructure Scalability

Scale compute and workflows using your infrastructure.
Kubernetes-native deployments
GPU acceleration for large workloads
Automation via SDK and CLI
Secure access control and auditability
Open-source tools often fall short of the security and audit requirements of large organizations. CVAT Enterprise provides centralized authentication, fine-grained access controls, and full audit transparency.

Authentication & Role Management

Control who can access what, and how.
SSO integration (OIDC and SAML)
Flexible role-based access control (RBAC)
Object-level permission settings

Audit & Least-Privilege Access

Ensure full traceability and enforce internal compliance standards.
Action and audit logs
Least-privilege access policy support
Admin-level visibility into user activity
Automated annotation with AI/ML models
Annotation is only one part of a larger pipeline, so it needs to be fast and accurate. CVAT Enterprise accelerates labeling with flexible model integration, from foundation models to your own custom solutions.
‍
Foundation model support
Built-in SДgment Anything Model integration for interactive segmentation and object tracking out of the box.
‍
Model hub connections
Connect models from Hugging Face and Roboflow to leverage pre-trained detection, classification, and segmentation models.
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Custom model integration
Deploy your own models via AI Agents and Nuclio for complete control over your annotation automation.
Seamless integration into your ML stack
Use CVAT as a standalone tool or as part of a larger AI ecosystem. Connect through APIs and webhooks to automate critical stages of the annotation workflow without disrupting your existing stack.

APIs and Automation Hooks

Connect CVAT to your systems and pipelines programmatically.
REST API and Python SDK
Webhook support for real-time events
Batch import and export workflows

White-Labeling and Branding

Make CVAT look and feel like your product with a fully branded interface, including your logo, color palette, and layout.

Workflow and Storage Integration

Fit CVAT into your broader ML and MLOps environment.
Integration with cloud and local storage
Support for CI/CD workflows and orchestration tools
Easy adoption into existing DevOps setups
Priority support and hands-on training
Growing teams need more than community forums. CVAT Enterprise delivers dedicated support channels, direct access to core experts, and hands-on training to accelerate your annotation workflows.
Email, live chat, and phone support
Private help desk for critical issues with security updates
Direct access to core team and labeling managers
Assigned support engineer with 100 included development hours
Start with fully open-source Community edition under MIT license
Deploy locally without contacting sales or procurement
Experiment and validate before scaling to Enterprise
Easily migrate to a full Enterprise suit when ready
Open-source foundation, no vendor lock-in
Most annotation platforms lock you into sales cycles and proprietary systems. CVAT's open-core model lets you experiment immediately, prove value to stakeholders, and scale to Enterprise without vendor lock-in.
Flexible plans for enterprise teams
Choose the right plan for your workflow—from self-managed deployments to fully supported enterprise setups.
View full feature list
Community
Free
A free, self-hosted version
to try CVAT with no friction.
What`s included:
Full manual annotation toolkit
Automatic annotation with custom models via CLI
API and SDK for integrations and automation
Basic analytics
Community-based support (Discord, GitHub)
Basic
$10,000
Enterprise-grade deployment
with essential support.
Everything in Community, plus:
Built-in integration with SAM2 for video tracking
Automatic annotation with custom models via annotation agents
Limited white labeling (logo only), optional feature customization (under separate agreement)
SSO, RBAC, audit logs, preview blurring, advanced analytics
1 private CVAT Enterprise instance
One-time deployment support
Email support with 24h SLA
Security updates and reports
Premium
$60,000
Full-service deployment
and support at scale.
Everything in Basic, plus:
Full white labeling and feature customization (100 dev hours, dedicated engineer)
Up to 3 CVAT Enterprise instances (e.g., dev / staging / prod)
On-demand and complex deployment support (VPN, proxy, private cloud, etc.)
Private helpdesk and critical issue support
Live chat and expert access
Onboarding and training services
Additional
services
Extend your team or accelerate your transition to CVAT Enterprise with expert support.

Professional Labeling Services

Need annotated data fast? Our team of trained annotators delivers high-quality datasets for computer vision projects of any scale.
Industry-trained teams with QA workflows
Available for one-time projects or ongoing work
Fully integrated with CVAT infrastructure
Learn more

Migration from CVAT Community

Switching from the Community version? We make it easy.
Assistance with data conversion and job setup
Custom scripts and validation to ensure smooth transitions
Hands-on support from the CVAT team
Talk to us
Explore CVAT Products
Still not sure if CVAT Enterprise is right for your team? See how it stacks up against our other products.

CVAT Enterprise

CVAT Online, Team

CVAT Community

Number of Users
On demand (fee applies)
Up to 50
Unlimited
Manual Labeling Tools
SAM2 for Images
SAM2 for Videos
via AI agents
YOLOv3-YOLOv11
via AI agents
via AI agents
Models from Hugging Face, Roboflow
Custom AI Models
via AI agents, CLI, Nuclio
via AI agents, CLI, Nuclio
via CLI
Access Control & Activity Logs
QA & Analytics
Integrations
via API
via API
via API
Customization & White Labeling
Deployment
Self-hosted
Hosted by CVAT with AWS
Self-hosted
Support
Dedicated Manager
Helpdesk
Discord, GitHub
License
Commercial, from $10,000/year
Commercial, from $33/month
Free, MIT license
Supercharge your ML pipeline with CVAT Enterprise
Contact sales
/1
Data annotation platform trusted by leading computer vision and AI teams
/2
Deploy it on-prem, in VPC, or fully air-gapped
/3
Enforce SSO, RBAC, and audit logging for full control
/4
Use standalone or as part of your ML/MLOps stack

Frequently Asked
Questions

Can you deploy Enterprise edition fully offline and on‑prem?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
What security features are included?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
How does CVAT Enterprise ensure data privacy and regulatory compliance?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
How do you handle customer data and model training concerns?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
Does your organization have ISO 27001 or SOC 2 certification?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
What is the difference between Community and Enterprise editions?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
What is the difference between CVAT Online and Enterprise editions?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
What’s included in Premium Enterprise?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
Can we deploy both Online and Enterprise at the same time?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
Do you support external storage (S3, Azure, etc.)?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
How do you typically engage during deployment?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
What does Enterprise support include?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
What hardware resources are required?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
Can we migrate data from Community to Enterprise?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
Can you provide a demo?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.
How does the purchase process work?
Yes. We support closed‑network, air‑gapped deployments with no external connectivity. This is often required in government, defense, and industrial settings.