Outerbounds

Outerbounds provides a comprehensive platform designed for executing and deploying machine learning (ML) applications on scalable, enterprise-grade infrastructure. The platform features cloud workstations, a user-friendly API, and tools for versioning and tracking, facilitating both development and deployment phases. It enables robust data access and computation capabilities at scale, including the use of GPUs for AI-intensive tasks. Outerbounds supports production workflows, experimentation, and deployment, ensuring security and compliance on a fully managed platform. The service is compatible with all major cloud platforms, including AWS, Azure, Google Cloud, and supports multi-cloud environments. Additionally, Outerbounds integrates with Metaflow, an open-source framework, enhancing its functionality. The company also emphasizes a human-centric toolchain for developing ML/AI systems and provides extensive resources and community support covering both data science and engineering aspects of ML/AI. Furthermore, Outerbounds hosts events and offers educational resources such as tutorials and how-to guides to foster learning and development in the field of machine learning and artificial intelligence.