Those who watched the vision presentation at the recent AI Experience 2021 event might have noticed that we quietly announced a new MLOps feature called Continuous AI. I want to take some time and drill into this feature in a little more detail.
First off, I won’t call it a feature again. Calling something a feature diminishes its value, and Continuous AI is too important for that. It’s possibly the most innovative capability we have added to the DataRobot AI platform in some time.
Why do I think this? Well, just imagine a production machine learning model that always stays accurate after it’s deployed—all by itself. Now imagine predictions becoming even more accurate as time passes without unnecessary manual intervention.