DataRobot launches centralised machine learning hub

Enterprise AI service provider DataRobot has unveiled MLOps, a machine learning operations (MLOps) solution for deploying, monitoring, and managing machine learning models across the enterprise. MLOps combines DataRobot's existing model management and monitoring solution with capabilities from MLOps category leader ParallelM, which DataRobot acquired in June. DataRobot's new MLOps offering provides a centralised hub for deployment, monitoring, and governance of models created from a variety of tools. As a result, organisations will be able to cut the time it takes them to deploy and scale machine learning-based services in production. Despite the investments in data science teams and infrastructure, many companies have not been able to derive measurable value from AI projects.