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Outerbounds offers an AI-based, open-source machine learning (ML) platform built on the Metaflow framework for data science teams to develop, deploy, and operate ML and AI systems. It provides cloud workstations, tools for managing data and code, and features for deploying and iterating on production-ready AI products within a customer's own cloud environment, enhancing security and control.
"We’re helping doctors by using machine learning models to analyze pathology images and provide risk scores that are more detailed than traditional methods."
“Developers don’t want to create pipelines directly in YAML—there’s no efficient model development experience with that approach.”
"Each team was using wildly different stacks that largely amounted to whatever it is they knew at the time they deployed their model.”
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