With over 25 years of experience, we are the Data for AI Lifecycle leader. With 1,000s of successful projects in data sourcing, data annotation and model evaluation by humans, we enable the most innovative companies with AI projects to succeed.





Trusted by global leaders to power their mission-critical AI with data for over 25 years







Data for AI Lifecycle

Developing high-quality AI requires focus on each step of the AI lifecycle, however more than 80% of the effort is spent on managing data. Appen unleashes the potential of your AI by solving data sourcing, data annotation and real-world model testing needs.




Data for AI Lifecycle

Developing high-quality AI requires focus on each step of the AI lifecycle, however more than 80% of the effort is spent on managing data. Appen unleashes the potential of your AI by solving data sourcing, data annotation and real-world model testing needs.

 
 

Data Sourcing

  • Pre-Labeled Datasets
  • Data Collection
  • Synthetic data

Data Annotation

  • Data Annotation
  • Knowledge Graph & Ontology Mapping

Model Training

  • Pre-Labeled Datasets
  • Data Collection
  • Synthetic data

Model Evaluation by Humans

  • Model Validation
  • AI System Benchmarking
 



What is the Appen Difference?

Trust

State-Of-The Art Data Privacy and Security

  • On-site secure data annotation and collection capabilities in Europe, US and Asia
  • Global work-from-home secure workspaces and single sign-on capabilities
  • Data privacy and security compliant, holding all major accreditations and certifications

Quality

High-Quality Results Delivered Consistently

  • Track record of delivering high-quality results at large scale for long-standing customers
  • Proven methodology and expertise to measure and delivery quality results
  • Reduced bias in results thanks to our globally representative workforce of over 1M in 170+ countries
  • Built-in features that monitor and improve quality during and after annotations

Usability

Easy to use Data for AI Lifecycle Platform

  • Variety of delivery models, ranging from self-service on our platform to fully outsourced
  • Intuitive Graphical User Interface with annotation job templates and 24/7 support
  • Powerful API integrations to connect into your existing MLOps infrastructure

Scale

Proven Ability to Scale Large Data Batches Across All Use Cases

  • Over 25 years of working with world’s largest and most innovative AI companies
  • Broad and deep data modality support
  • Over 1M crowd workers provide unmatched workforce diversity and scalability

Speed

High-Quality Training Data Accessible at Greater Speed

  • Pre-Labeling powered by machine learning models to increase data annotation speed
  • Speed Labeling powered by machine learning models provides in-tool efficiency to increase throughput of annotations

  • Workflows to automate complex multistep tasks and sequential jobs

Data Sourcing

Pre-Labeled Datasets
We offer immediate access to 250+ pre-labeled datasets allowing you to jump-start and accelerate your AI projects.
Get Data Samples
Data Collection
We have extensive experience with large scale custom data collections covering audio, image, testing, sentiment and point of interest. Utilize our global crowd workforce and secure locations to source new and unique training data, allowing you to train your models on data specific to your use case and target markets.
Speak with an Expert
Synthetic Data
Leverage our data products and expertise to artificially generate data enabling you to access difficult to obtain or edge case data.
Contact Us

Data Preparation

Data Annotation
Leverage the combination of our innovative data annotation platform and global workforce to create the highest-quality training data for your ML projects.
Platform Tour
Knowledge Graph & Ontology Mapping
Work with our knowledge graph and linguist experts to design taxonomies and ontologies that will deliver the optimal results for graph-based deep learning.
Speak with an Expert

Model Evaluation by Humans

Model Validation
Understand how your model works in the real world by testing with a representative sample of target users.
Contact Us
AI System Benchmarking
Compare model performance to competitors to ensure best-in-class results.
Contact Us



Comprehensive Data Capabilities for Any Use Case

Our products, services, experts and crowd can cover your specific data needs along the entire AI development lifecycle.
Access cutting-edge technology to combine multiple data sources under one interconnected training dataset for complex AI use cases.

Multi-Modal

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Collect and annotate all kinds of images and add tags, or metadata, to identify characteristics of the data you want your AI model to learn to recognize.
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Leverage a combination of human annotators and automated tools to quickly and accurately label target objects in video footage.
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Collect and enrich sensor data points and add new capabilities by merging data from multiple sensors to create a more accurate conceptualization of the target scene or object.
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Leverage deep expertise, tools and global audiences to collect and annotate text data, the building blocks for natural language processing use cases.
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Build the most versatile audio speech recognition systems by collecting and annotating data with a globally diverse crowd.
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Collect and annotate real-world geographical locations to create up-to-date maps and location-based products/services.
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Global Partners

Our partners are leading technology and services companies that you can leverage to build end-to-end AI solutions.