NannyML, recently acquired by Soda Data Quality, is an innovative company founded in 2020 and headquartered in Belgium. Operating within the AI and Machine Learning industries, it offers an open-source Python library designed specifically for data scientists. The main attraction is its ability to estimate model performance post-deployment without relying on ground truth, a feature crucial for projects where target data is unavailable.
The solution provides an intuitive interface and interactive visualizations. It is model-agnostic, supporting tabular data, classification, and regression tasks. Key offerings include performance estimation and calculation, business value calculation, data quality monitoring, and multivariate drift detection. The library is engineered to link data drift alerts to changes in model performance intelligently.
As of August 2023, NannyML secured a Pre Seed Round investment, backed by notable investors such as Lunar Ventures and Id4 ventures.