Appen provides Data Collection services across a variety of data types (speech, text, image, video, mixed) for a range of environments (studio, home, office, in-car, public spaces) from our global crowd of more than 1 million contributors, we provide access to ethically sourced datasets for any use case you may have and is done through our end-to-end managed services. We also offer data-sourcing solutions for all organizations, no matter which stage of AI maturity.