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Label Studio Enterprise

Train, evaluate, and fine-tune your AI models with the platform trusted by more than 350,000 data scientists and annotators.

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Labeling & Evaluation

Powerful, customizable workflows

Label and evaluate multi-modal data—image, video, audio, text, and time series—all in one place.
Customize your labeling UI and workflows with pre-built templates and powerful custom scripts.
Securely integrate all popular cloud storage providers, business logic, and ML/AI models.

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Accelerate labeling with automation

Leverage LLMs to rapidly pre-label large-scale datasets, and generate evaluation metrics against ground truth.
Evaluate and compare LLMs based on cost and accuracy metrics to determine the best model for your use case.
Connect models via the Machine Learning backend to pre-label samples, enable AI-assisted labeling, or generate predictions for model evaluation.

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Team & Project Management

Simplify labeling operations at scale

Manage roles and access at the project level for team members and outside contractors.
Define rules to automate task assignment and custom review workflows.
Make informed decisions to improve efficiency and effectiveness of labeling projects with KPI dashboards.
Easily calculate contractor payroll and optimize resource allocation based on annotator dashboards.

Increase the effectiveness of your annotator workforce

Leverage automation to scale impact of Subject Matter Experts, whose time is constrained and costly.
Using annotator performance dashboards, drill into individual annotator efficiency and work quality to assess and manage performance.
Validate annotator knowledge and skills with customizable assessments.
Mitigate poor performers by automatically pausing their ability to submit new annotations and requiring additional training.

Quality Assurance

Deliver accurate, consistent and complete data

Built-in quality control based on ground truth.
Robust human-in-the-loop review workflows with commenting and collaboration.
Unique inter-annotator agreement matrices with customizable metrics and automated workflows to review low-agreement tasks.
Intelligent validation mechanisms with customizable API integration.
View label distribution for the top 30 labels in a project to ensure completeness.

Keep your data private and secure.

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SOC2 & HIPAA certified. Leverage our cloud infrastructure while meeting compliance standards.
Audit logs. Keep track of user activity.
Secure architecture. Load data into the browser without it ever touching our servers.

See how Label Studio Enterprise can work at your organization.

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