Omdia Decision Matrix: Selecting an Enterprise ML Development Platform, 2020–21

Published: 4/15/2020

The digital transformation sweeping through most businesses includes the latest breakthroughs in machine learning (ML), a branch of artificial intelligence (AI). ML and, in particular, its sub-branch of deep learning (DL) have left the research laboratory and are being applied in real-world applications. 

The high-tech internet giants, as can be expected, have taken the lead in this field and many businesses are now looking to reap the same benefits. ML can bring automation at scale that manual efforts can neither cope effectively nor even manage at all, creating new business opportunities as well as transforming existing business practices. To build this new generation of applications requires ML development tooling. 

This report focuses on vendors that offer enterprises a platform for ML development, with solutions that typically offer a lot more in terms of managing the whole development-to-deployment lifecycle.