When algorithms decide if you get a loan or diagnose medical conditions, real lives are impacted. Being wrong is no longer an option and we need to do everything we can to continually monitor and improve the systems powering these decisions.
No matter how well you train your machine learning (ML) models, their performance deteriorates at some point. The best approach is to automate model monitoring to keep model performance in check. Censius helps to monitor, explain and optimize ML models.