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Appen

Appen delivers expert human data for frontier AI. With 30 years of pioneering data excellence, we help teams build, train, and deploy trustworthy AI models. Explore our solutions.

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Appen is a global data services and platform provider specializing in dataset creation, annotation, and validation for artificial intelligence and machine learning models. The company pairs proprietary annotation software with a worldwide crowd of subject-matter contributors to produce high-quality training data. Its service portfolio covers data labeling for computer vision, natural language processing, and audio recognition, alongside specialized solutions for frontier AI systems such as Reinforcement Learning from Human Feedback (RLHF), supervised fine-tuning (SFT), chain-of-thought evaluation, and safety red teaming. The service is tailored for enterprise technology companies, AI research labs, and organizations building proprietary machine learning architectures. Its commercial structure operates on custom enterprise contracting based on project scope, data volume, and domain expertise requirements.