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Appen

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Human-validated data and evaluation services for frontier AI development

Adicionado em:13 de jul. de 2026
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AI training dataAI evaluationhuman feedbackAI alignmentred teamingspeech data

Informações da ferramenta

O que é Appen?

Appen provides human-generated, human-validated, and expert-evaluated data for building, training, aligning, and evaluating AI models.

Recursos principais

  • Frontier Alignment

    Provides chain-of-thought reasoning traces, subject-matter-expert RLHF, supervised fine-tuning demonstrations, and adversarial red-teaming data.

  • Agentic AI Data

    Provides golden trajectories, reinforcement learning environment design, failure mode taxonomies, and software-engineering-driven evaluation for autonomous agents.

  • Speech and Audio Data

    Supports expressive text-to-speech synthesis, emotion detection, dialectal speech, and paralinguistic labeling across more than 500 global locales.

  • Multimodal AI Data

    Provides vision-language model training data, image-text contrastive pairs, spatiotemporal video annotation, audio-visual alignment, and structured document labeling.

  • Physical AI Data

    Provides LiDAR point cloud annotation, multi-camera sensor fusion, robot demonstration trajectories, world model rollouts, and embodied interaction logs.

  • Model Integrity

    Supports hallucination benchmarking, regulatory audits, bias detection, and continuous monitoring.

  • AI Data Platform

    Offers the AI Data Platform, described by Appen as combining automation with human oversight.

Casos de uso

  • #1

    Foundation Model Training

    Build foundation models with specialized human data across language, speech, multimodal, and physical AI domains.

  • #2

    AI Alignment and Safety Evaluation

    Use human feedback, reasoning data, red teaming, hallucination benchmarking, bias detection, and model evaluation to support model alignment and safety.

  • #3

    Autonomous Agent Development

    Develop and evaluate autonomous agents with agent trajectories, reinforcement learning environments, failure mode taxonomies, and software-engineering-driven evaluation data.

  • #4

    Robotics and Physical AI

    Prepare data for AI systems operating in physical environments using LiDAR annotation, sensor fusion, robot trajectories, and embodied interaction logs.

  • #5

    Speech and Language Localization

    Develop speech and audio systems with multilingual, dialectal, expressive, emotional, and paralinguistic data across global locales.

Melhor para:AI labsAI model developersOrganizations building frontier AI modelsOrganizations evaluating frontier AI models

Planos de preços

Pricing is not clearly published by the official source.

Alternativas

Perguntas frequentes

What is Appen?
Appen provides human-generated, human-validated, and expert-evaluated data for building, training, aligning, and evaluating AI models.
What types of AI data does Appen provide?
Appen provides data and evaluation services for frontier alignment, agentic AI, speech and audio, multimodal AI, physical AI, and model integrity.
Does Appen support AI model alignment and safety evaluation?
Yes. Its listed capabilities include human feedback, reasoning traces, supervised fine-tuning demonstrations, adversarial red teaming, hallucination benchmarking, bias detection, and continuous monitoring.
Does Appen provide data for autonomous agents?
Yes. Appen lists golden trajectories, reinforcement learning environment design, failure mode taxonomies, and software-engineering-driven evaluation for autonomous agents.
Does Appen provide speech and audio data?
Yes. Its speech and audio capabilities include expressive text-to-speech synthesis, emotion detection, dialectal speech, and paralinguistic labeling across more than 500 global locales.
Does Appen support robotics and physical AI?
Yes. Appen lists LiDAR point cloud annotation, multi-camera sensor fusion, robot demonstration trajectories, world model rollouts, and embodied interaction logs.
How much does Appen cost?
Pricing is not clearly published by the official source.
What platforms and integrations does Appen support?
Supported platforms and product integrations are not clearly published by the official source.
How can I contact Appen?
Appen's official contact page is https://www.appen.com/contact-us. The listed phone numbers are +61-2-9468-6300, +1 206-800-2101, and +1 425-952-7221.

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Informações da ferramenta

Modelo de preçosUnknown
CategoriaAnálise de Dados
Tags
AI training dataAI evaluationhuman feedbackAI alignmentred teamingspeech data
IdiomaInglês
Última atualização16 de jul. de 2026