For machine learning models to be the most effective, they need large volumes of high-quality training data



How we help


Your machine learning models need training data to make sure that your algorithms are continually optimized. But not just any data – they need large, high-quality, human-annotated datasets. Humans are simply better than computers at managing subjectivity, understanding intent, and coping with ambiguity.

Appen’s global, curated crowd allows you to collect the amount of quality data samples needed to optimize your algorithm, in your desired timeframe. Leverage the Appen Global platform to gain efficiencies in your data collection efforts and gather large volumes of high-quality datasets to quickly train your machine learning model.

We help you enhance the following solutions


  • Applications

    Use our global curated crowd to ensure your applications work effectively for customers around the world.

  • Automatic Speech Recognition

    Improve customer interactions with Automatic Speech Recognition systems by training them to better understand human language.

  • CEM/CRM

    Build CEM and CRM solutions with stronger data analytics capabilities.

  • Computer Vision

    Develop computer vision solutions that recognize images and video as well as humans do with high quality, human annotated data.

  • Consultative Services

    We work closely with your team to develop a customized program that addresses your unique business challenges.

  • Crowdsourcing

    With Appen's skilled global crowd, you can quickly and cost-effectively scale your program to better meet customer needs.

  • Data Analytics

    Use Appen's services to build robust data analytics systems more quickly.

  • Machine Translation

    Drive higher customer satisfaction with automatic translation capabilities that are highly accurate.

  • Proofing Tools

    Develop more accurate proofing tools with high quality linguistic services.