How to increase Business Value from Data Science with Domino MLOps
12 May 2022
Advanced Analytics & AI Theatre
Many large organizations struggle to scale Data Science as an enterprise-wide capability because they have no central place to access all the necessary languages, packages, IDEs and compute resources. Furthermore there is no collaboration between the Data Scientists and past results need to be reproduced manually in case of a compliance request. In addition the deployment of models is time-consuming and there is no automated way of monitoring models in production for data drift and model drift. Domino is the only Open Enterprise MLOps platform, which helps to accelerate research, development, validation, deployment and monitoring of Data Science models by automating and centralizing the end to end Data Science lifecycle on an infrastructure-agnostic platform.