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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.

Labeling & Evaluation

Powerful, customizable workflows.

Label and evaluate multi-modal data

Image, video, audio, text, and time series—all in one place.

Pre-built templates and plugins

Customize your labeling UI and workflows.

Securely integrate

Label studio integrates with all popular cloud storage providers, business logic, and ML/AI models.

Accelerate labeling with automation

Connect custom models for AI-assisted labeling, enable bulk annotations, and leverage LLM-powered pre-labeling.

Benchmark & evaluate LLMs with confidence.

  • Create Custom Benchmarks

    Build datasets, define rubrics, and automate scoring to measure LLM performance against what matters most to your business.

  • Leverage LLM-as-a-Judge

    Choose from a library of models to automatically evaluate results, and send discrepancies for human-in-the-loop review.

  • Compare Models Side-by-Side

    Assess accuracy, cost, and other key metrics to find the right model for the job.

  • Synthetic Data Generation

    Easily create QA datasets to power chatbot testing and evaluation.

Quality assurance

Deliver accurate, consistent and complete data.

  • Enable robust human-in-the-loop review workflows with commenting and collaboration.
  • Analyze quality in real-time and automatically review low-agreement tasks via inter-annotator agreement matrices.
  • Prevent low quality submissions with customizable intelligent validation mechanisms.
  • Ensure dataset completeness using label distribution reports.

Team & Project Management

Simplify labeling operations at scale.

  • Manage roles and access

    Granular, project-level controls for team members and outside contractors.

  • Automate task assignment

    Define rules and custom review workflows.

  • Optimize resource allocation

    Hit deadlines and make better resourcing decisions with project performance dashboards.

  • Simplify payroll management

    Easily calculate contractor payroll using annotator performance dashboards.

Increase the effectiveness of your annotator workforce.

  • Scale impact of Subject Matter Experts

    Leverage automation to save time and money.

  • Drill into individual annotator efficiency and work quality

    Use annotator performance dashboards to assess and manage performance.

  • Assess knowledge and skills

    Run customizable assessments; pause the ability to submit annotations or require additional training.

  • Auto-validate annotations

    Prevent spam and low quality annotations before they are submitted: run spellcheck, redact PII, and validate against custom requirements.

Security & Compliance

End-to-end data governance and security.

See how Label Studio Enterprise can work at your organization.