Datomize Ltd. - Tel Aviv, Israel

Established in 2020, Datomize makes it possible for data scientists to significantly improve the performance of their machine learning models. Seeing that the major obstacles to constructing high-performance ML models are the lack of superior data and the time-consuming process of feature engineering, Datomize supplies data scientists with unlimited data of remarkable quality and variety while automatically engineering an extensive set of advanced features. Datomize's platform improves original data with synthetic data of excellent quality, automatically engineers features that maximize ML model performance, fills in missing data, balances data with enough representation of any class to avoid biased models, and allows the simulation of creative scenarios through rules-based data generation.