Solutions by Role.
Machine learning presents new challenges in production that are not addressed by current IT operations tools. Unlike traditional web and mobile applications, ML technology is characterized by uncertainty, non-reproducibility, heterogeneity of operating environments, and highly frequent change. Operations need solutions and strategies to enable a new practice – machine learning operationalization.
MLOps™ empowers IT operations teams to take charge of machine learning applications in production with confidence without having to know the details of how the models work. Operations teams can focus on making sure that machine learning applications are delivering the intended business value, while allowing for easy communication with data scientists when deeper diagnostics are required.