# 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.

### LABEL STUDIO ENTERPRISE UI ENGINE

#### FULLY PROGRAMMABLE

Create any custom interfaces

#### MULTIMODAL DATA

Text, images, video, audio, PDFs, time series

#### EMBEDDABLE

Bring annotation into any application

Labeling & Evaluation

## View and annotate training data in new ways

- ### Build ANY custom interface required

Design unique annotation layouts tailored to your specific data and task needs.

- ### Leverage React and common AI tools

Prefect and customize Label Studio with familiar frameworks and libraries your development team already knows well

- ### Create custom workflows

Define unique annotation processes that match your team's data requirements and review standards

- ### Label novel data

Handle emerging data types that off-the-shelf annotation tools can't support.

### Build ANY custom interface required

Design unique annotation layouts tailored to your specific data and task needs.

### Leverage React and common AI tools

Prefect and customize Label Studio with familiar frameworks and libraries your development team already knows well

### Create custom workflows

Define unique annotation processes that match your team's data requirements and review standards

### Label novel data

Handle emerging data types that off-the-shelf annotation tools can't support.

## Embed Label Studio in your applications

- ### Meet annotators wherever they are

Bring labeling directly into the platforms your team uses every day.

- ### Add annotation to any workflow

Integrate human feedback seamlessly into existing business and development processes.

- ### Provide insights for customer service

Enable support teams to flag and annotate data during live interactions

- ### Gather annotations from real-world usage

Collect high-quality labels and human feedback from your AI services

Built for customization

## Workflows that adapt to your data

- ### Surface the right data at the right time

Bring together all the context human experts need to make data-informed decisions

- ### Fully multimodal data

Annotate text, PDFs, images, audio, and video together in unified interfaces

- ### Visualize AI traces and outputs

Allow annotators to visualize model reasoning and intermediate steps to evaluate complex AI systems

- ### Combine automation with human review

Let AI pre-label data while humans verify, correct, and handle edge cases that need expert attention

### UI ENGINE

#### FULLY PROGRAMMABLE

Create any custom interfaces

#### MULTIMODAL DATA

Text, images, video, audio, PDFs, time series

#### EMBEDDABLE

Bring annotation into any application

### WORKFLOW ENGINE

**AGREEMENT WORKFLOWS**  
Resolve complex annotations with multiple experts  
**WORKFORCE MANAGEMENT**  
Scale human labeling for large projects  
**ROLES & PERMISSIONS**  
Integrate into enterprise environments

### AUTOMATION LAYER

**LLM AS JUDGE**  
Use models to automate evaluations and benchmarks  
**AUTOMATED PRELABELING**  
Use any custom LLM to accelerate annotation  
**PLUGINS**  
Hooks to transform and manipulate data

### DATA CONNECTORS

Access enterprise data with full respect of your security and governance.

# See how Label Studio Enterprise can work at your organization.