Appen

Appen offers high-quality datasets that fuel the world's most advanced AI models, helping customers to drive innovation and accelerate AI development. The end-to-end platform, flexible services and deep expertise ensure the delivery of high-quality, diverse data that is essential for building foundation models and enterprise-ready AI applications.

Appen optimizes the delivery of deep learning services to its customers by powering the foundation of generative AI model-building with human feedback and enabling human-AI collaboration through a customizable, auditable platform. Enterprises can rely on Appen to collect, curate, fine-tune and monitor traditionally human-driven tasks, unlocking massive efficiency through a trustworthy, traceable process.

Some of the key features include:

• Integration to LLM APIs: Integrate with live API endpoints to test models against real-world scenarios and get valuable feedback.
• Annotation: Modular tooling for various modalities including text, image, audio and video to enhance data quality.
• Collaboration: Leverage collective intelligence by working with internal subject matter experts or tapping into a global crowd.
• Testing: Get a comprehensive understanding of model performance through robust testing and evaluation capabilities.
• Analytics & Insights: Get deep visibility into data quality and model performance through a rich set of metrics and visualization tools.
• Security and Governance: Comply with industry standards and regulations through audit trails and version control for GenAI deployments.

Appen's platform supports a broad range of data types, including text, images, audio, video and specialized formats like geo-spatial data. Customizable workflows enable definition of task parameters and assignment of contributors for both internal and external crowds. Built-in quality control mechanisms and assurance features ensure high standards of accuracy and relevance in the data received.

The platform can be deployed in a variety of ways, including Software as a Service (SaaS) and on-premise deployment, supporting both air-gapped and non-air-gapped solutions. This flexibility makes it adaptable to a wide range of enterprise needs.

Appen's expertise spans over 25 years, with a continued focus on investing in research and technology to advance the state of the art in AI data. The platform has been trusted by the world's most innovative brands, with more than 20,000 AI projects completed and data elements used by leading LLM builders.

For those looking to accelerate their AI journey, Appen offers a reliable and scalable way to collect, curate and fine-tune data for traditional machine learning and cutting-edge generative AI applications.

Published on June 26, 2024