The business value of MLOps
The benefits and challenges of machine learning operations
As machine learning models are put into production and used to make critical business decisions, the primary challenge becomes operation and management of multiple models. Machine learning operations (MLOps) is the technical response to that issue, helping companies to manage, monitor, deploy, and govern their models from a central hub.
Our report, The Business Value of MLOps by Thomas Davenport, highlights some of the most impactful benefits of MLOps tools and processes for different types of organisations. It is based on interviews with MLOps user companies and several MLOps experts.
Download the report to find out:
- How enterprises in various industries are using MLOps capabilities
- Which organisational challenges affect MLOps implementations
- How to determine the benefits of an MLOps infrastructure