NannyML
NannyML is a post-deployment machine learning monitoring platform that estimates model performance without ground truth, detects silent failures, and identifies data drift using advanced statistical and probabilistic techniques. Its purpose is to help data teams maintain trust in production models by providing actionable insights, intelligent alerting, and automated retraining triggers to ensure consistent performance over time.