
Fast, low-cost AI inference with custom LPU silicon

Released Jun 7
Free
Reviewed by Shawn H. — Founder, AITrustList
Last verified MethodologyAI tools are ranked by traffic signals, not paid placement.

Human data platform powering frontier AI model training
Leading AI data platform providing expert-validated training data for frontier models including RLHF, speech, multimodal, and physical AI across 500+ locales.

Independently written by the AITrustList editorial team.
Appen is a human data platform that provides expert-validated training datasets for AI development, specializing in frontier model training across multiple modalities and domains.
Access Appen's data products through their platform to source training data for your AI models. Contact their team to discuss specific data requirements for frontier alignment, agentic AI, speech, multimodal, physical AI, or model integrity projects.
Appen is a human data platform that accelerates AI development through expert-validated training datasets. With 30 years of AI data expertise, SOC 2 and ISO 27001 certifications, and over 1 million vetted global contributors across 500+ locales, Appen specializes in six core areas: Frontier Alignment with CoT reasoning and RLHF, Agentic AI trajectories and evaluation, Speech and Audio including expressive TTS and emotion detection, Multimodal AI for vision-language models, Physical AI for robotics and sensor data, and Model Integrity for bias auditing and compliance. The platform combines automation with human oversight to deliver the nuanced, contextual data required for training sophisticated AI systems.
Appen provides specialized training data including reasoning traces, RLHF demonstrations, speech and audio datasets, multimodal data, robotics sensor fusion data, and model evaluation datasets.
Appen has over 1 million vetted contributors across 500+ global locales, providing diverse and representative data for AI training.
Appen had 745.1K monthly visits in the latest recorded month. It is currently tracked in the Model Training category on AITrustList.
| Keyword | Traffic | Cost Per Click |
|---|---|---|
| appen | 100.1K | $ 1.02 |
| appen jobs | 5.2K | $ 0.99 |
| appen ai | 1.9K | $ 2.86 |
| appen careers | 920 | $ 1.91 |
| data annotation | 268.1K | $ 2.19 |
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