An undisputable challenge while solving business problems using machine learning is that predictive models degrade, and when not properly monitored over time, even the best models can incur more loss than profit. Machine Learning Review and Monitoring (MLRAM), a one-of-its-kind ML operations system, comes to the rescue.
MLRAM provides a visual analysis of various model performance metrics in real-time to enable the ML practitioners to make an informed decision further to improve the model. It is the only solution in the market which converts model accuracy to business value using the proprietary rule-based methodology.