The Logjam in AI/ML Platforms is About to Complicate Your Life

We are at an inflection point where too many vendors are offering too many solutions for moving our AI/ML models to production. The very real risk is duplication of effort, fragmentation of our data science resources, and incurring unintended new technical debt as we bind ourselves to platforms that have hidden assumptions or limitations in how that approach problems. Remember when our biggest problem was getting our models off of data science platforms and into production. Well the market is nothing if not efficient and hundreds of platform companies have been laboring away to help solve your pain point. The problem arising for the CDO, CAO or any other CXX is trying to decide which and how many of these you need.