Soda - NannyML

NannyML is known for its open‑source library that monitors machine learning model performance in production without ground truth, detects data drift, and links performance changes to upstream data anomalies.

NannyML’s expertise in estimation‑based performance monitoring and robust drift detection complements Soda’s existing data quality platform, enabling:

• Smarter detection at the data quality layer
• Root‑cause tracing from ingestion to automated decision‑making
• Closed‑loop monitoring between data quality and AI behavior