Introducing Human-in-the-loop Evaluation for Agentic AI Observability
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.
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.
-
SOC2 & HIPAA certified
Leverage our cloud infrastructure while meeting compliance standards.
-
Audit logs
Complete traceability and audit trails of all labeling activities.
-
Secure Architecture
Load data into the browser without it ever touching our servers.