AI in Production: A Roadmap for Success - InformationWeek

Many enterprises have some form of artificial intelligence and machine learning in place, whether it's in the form of a pilot program, a proof-of-concept in the cloud, or even a production implementation. Even though machine learning has been around for a long time, it's still an emerging technology for many enterprises. For those who have created a pilot or proof-of-concept, you may have cleared the first hurdle in implementing these technologies. But putting them into production, even on a limited basis, may present challenges that you have not yet considered. Putting large-scale systems in place that deliver value is an entirely new proposition.