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GUIDE
Data Labeling Overview for Machine Learning

Make better predictions
with data-centric AI

Heartex Label Studio powers data labeling operations to achieve the most competitive and differentiated ML/AI models at scale.

Trusted by 1000+ ML-teams worldwide

Label Studio Enterprise

The only end-to-end solution for managing data labeling projects.

Data specialist
Data scientists
Data engineers
Teams
Annotators
Operations teams
Sources
and more...
Model training
Prediction
improvement
Ground truth
dataset
for validation

Label Studio Editions

Label Studio is available as an open source project and an enterprise SaaS offering.

Label Studio Community, our open source project, is a best-in-class data labeling tool for any data type and data science project.

Label Studio Enterprise adds management and annotator capabilities that facilitate and optimize collaborative labeling, quality management, & analytics.

Highlights
  • Customizable interface
  • Pre-built and customizable templates
  • NLP
  • Computer Vision
  • Audio & Speech
  • Video
  • Time Series
    & more...
Highlights
Collaborative labeling suite
  • Roles, Permissions & Audit Logs
  • Workspaces
  • Label queue management
Quality assurance & analytics
  • Review Workflows
  • Annotator Agreement Matrix
  • Management Reports
Secure cloud-based service
  • Data stays on your servers
  • SSO & LDAP Integrations
  • SOC2 certified

Build consensus with collaborative data labeling

Heartex Label Studio powers collaborative data labeling for teams small and large. With Label Studio, you get:

  • Roles and permissions to make it easy to onboard and manage different types of users
  • Annotation review workflows that enable experts to monitor label quality, fix problems before they impact training data, and to improve annotator performance
Learn more

Power up your
data labeling team

Data labeling is a team sport. Data scientists, subject matter experts, engineers, operations, and annotators must work collaboratively to ensure quality results and an efficient process.

Book a 15-min demo

Your business requires
accurate, dependable models

Surface label quality issues early with real-time visibility into annotator performance and label quality.

Security is your top priority

We get that. That’s why we designed Label Studio to work with your data stored on your servers or cloud storage.

  • We only store the URLs to your data and load the details directly from your storage into the Label Studio interface.
  • Any SSO provider. Enterprise customers can integrate Label Studio with their SSO provider.
  • Audit logs. Enterprise customers can keep track of user activity.
  • SOC2 certified, demonstrating gold standard for security, availability, and confidentiality.

Power-up your data labeling team

Data labeling is a team sport. Data scientists, subject matter experts, engineers, operations, and annotators must work collaboratively to ensure quality results and an efficient process.

Schedule Product Demo