Label Studio Enterprise
Programmable & embeddable interfaces
Capture more feedback with greater precision. Iterate faster with speedier annotation pipelines. Upgrade your interfaces for modern AI evaluation and agentic systems.
Capture more feedback with greater precision. Iterate faster with speedier annotation pipelines. Upgrade your interfaces for modern AI evaluation and agentic systems.
Create custom interfaces right inside Label Studio Enterprise using our new agent
Or create your UIs locally in your own IDE using React and the AI tools adopted by your team
Build interfaces perfectly shaped to your data. React-based components, a templates gallery, and full control over the annotation surface means you can now ship the exact labeling experience your projects require.
Design unique annotation layouts tailored to your specific data and task needs.
Perfect and customize Label Studio with familiar frameworks and libraries your development team already knows well.
Handle emerging data types that off-the-shelf annotation tools can't support.
Mount the annotation surface inside any web app (internal tools, customer dashboards, support workflows, or notebooks) with a few lines of JavaScript and a signed token.
Bring labeling directly into the platforms your team uses every day.
Integrate human feedback seamlessly into existing business and development processes.
Collect high-quality labels and human feedback from your AI services.
Every interface you build runs on Label Studio Enterprise's battle-tested platform, so you get enterprise-grade reliability without building it yourself.
Export annotations in widely adopted formats that integrate seamlessly with your ML pipelines and training workflows.
Measure inter-annotator agreement, resolve conflicts, and ensure consistent, high-quality labels across your team.
Track annotation progress, monitor quality metrics, and surface insights with built-in analytics dashboards.
Keep sensitive data protected with enterprise-grade access controls, audit logs, and compliance-ready infrastructure.
The HumanSignal team has created official interface templates spanning robotics, document AI, agent evaluation, and more. Explore them instantly inside Label Studio Enterprise, then adapt and customize to fit your exact workflow.
Review robotics episodes with video context, timeline segments, quality scoring, mistakes, subgoals, and more.
Multi Turn EvaluatorEvaluate multi-turn assistant conversations with per-turn rubric scores, evidence spans, flags, and global review.
Agent EvaluationReview agent traces, rate step correctness, assign an overall verdict, and capture failure modes and critique.
Document LabelingAnnotate document pages with regions, transcriptions, table structure, and document/page classifications.
LiDARReview and edit LiDAR cuboids with BEV, perspective, camera reprojection, timeline lanes, and shell region details.
Wearable ActivityReview wearable time-series channels and label activity, sleep, or ECG spans.
Make the highest use of your unique expertise and novel datasets as you train, benchmark, and evaluate AI in one common environment.
custom, multimodal UI to capture human judgment
Full-scale infrastructure used by millions
