Most SaaS companies needed to use DEVOPS principles to regularly and rapidly deploy software and scale the business. Now, as Machine Learning (ML) is used in SaaS solutions, SaaS providers need to strongly consider the use of MLOps to deploy Artificial Intelligence (AI) solutions.
The Cirrostratus Group
MLOps Maturity Levels and Tools
This Cirrostratus Group guestblog post by Ranjan Bhattacharya describes a model for assessing the maturity of your MLOps implementation. It also provides information to help you assess what level of maturity is needed for your SaaS businesses.
The blog post also outlines some of the current tools available from the large cloud providers that also provide AI solutions. There are also open source solutions available which can be used by a SaaS business if you're using multiple cloud vendors or have other complex requirements.