Qwak

Qwak (now JFrog ML) is a comprehensive MLOps and LLMOps platform that enables teams to build, deploy, manage, and monitor the entire AI/ML lifecycle on a single platform. It centralizes model management, supports streamlined model training, scalable deployment (as APIs, batch, or streaming), feature engineering, real-time monitoring, prompt management, and vector storage. Qwak is built for machine learning engineers, data scientists, and AI product teams who need to operationalize both classic ML and cutting-edge generative AI models with robust CI/CD and collaboration features.