- The increasing need for larger volumes of training data to support their programs — especially to tune the models they’ve already deployed
- Quality and speed requirements — needing properly structured data, fast
- The need for broad datasets that cover diverse real-world scenarios — especially concerning translation data for under-resourced languages, chatbot training to better route support requests, and more
- A heightened need for data security and privacy — especially when dealing with PII, payment data, and medical imaging data
To deliver on these requirements, Appen offers a scalable, skillful, multilingual crowd; the world’s most innovative customer-facing SaaS platform with ML-assisted annotation via Figure Eight; and multiple delivery models to support data privacy requirements, including open contributors, curated work-from-home crowds, secure/NDA crowds, and on-site workers.
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Are you currently using artificial intelligence to make smarter decisions, build innovative solutions, and deliver better customer experiences? Contact us to learn how Appen can help, or learn more about how we can help you get reliable training data for machine learning. 
