Datomize Ltd.

datomize.com

Founded in 2020, Datomize enables data scientists to improve their machine learning model's performance dramatically. Recognizing that the primary constraints in developing high-performing ML model's are the shortage of high-quality data and the resource-intensive process of feature engineering, Datomize equips data scientists with limitless data of exceptional quality and variety while automatically engineering a comprehensive set of advanced features. Datomize's platform augments original data with synthetic data of exceptional quality, automatically engineers features that optimize ML model performance, completes missing data, balances data with sufficient representation of any class to avoid biased models, and enables the simulation of innovative scenarios via rules-based data generation.