Welcome to the March Cirrostratus Group newsletter.

Many businesses have developed Machine Learning solutions but lasting business value, and ROI, come from getting a Machine Learning solution to the next stage: validated, scaled, deployed to production, monitored and optimized after deployment. It is in these stages of the lifecycle most companies have difficulty and this provides an opportunity for SaaS software businesses to help solve these problems in a variety of ways through their products. Read below about the challenges of developing a mature Machine Learning lifecycle and about some of the tools that can help solve them.

Paul Ressler
The Cirrostratus Group