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Qwak is a management platform designed specifically for machine-learning models in production. The platform allows all relevant stakeholders to observe, analyze, and manage their machine-learning models regardless of how they were developed, deployed, or hosted. With Qwak, users can quickly onboard their models with a single line of code. Qwak supports and assists R&D leaders, data scientists, DevOps engineers, technical analysts, and product owners by providing a management and observability platform with a clear view for each model. Everyone sees the model, from the infrastructure level to the business outcome level, with complete metrics, performance, costs, and versions.