Our data-centric approach to machine learning addresses the three primary constraints of developing high-performing models by generating optimal training data that increases the quantity, reduces the number of errors, and balances your data.
With fully automated synthetic data generation and optional data mapping options, Datomize is powerful yet simple to use. And with centralized data source definitions, single sign-on, and comprehensive APIs, you can seamlessly integrate Datomize into your enterprise’s existing IT infrastructure.
Learn moreDatomize’s expert models for advanced data types, conditional models for maintaining relationships, and continuous re-training of its generative model result in data of uncompromising quality. Datomize offers high-quality validation of comprehensive quality measures to guarantee accuracy.
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Overcome the lack of unbiased and balanced data with Datomize’s advanced data augmentation capabilities. Simulate new scenarios, dictate the behavior of your data with user-defined synthetization values, and enhance the quality of your data with auto-labeling and data cleansing.
Learn moreBuilt for the largest and most complex data sets, Datomize is ready to generate exceptional quality data at any scale. Datomize tables with a 100s of fields - including time-series and free text fields - and millions of records concurrently.
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Develop and train the highest-performing ML models to extract superior insights by generating optimal training data with lower bias.
Dynamic validation tools visualize the data quality resulting from continuous training of expert models.
Synthesize or simulate massive data sets with 10s of millions of records, 100s fields per table and 10s of categories per field.
Overcome insufficient representation, biased views, and ambiguity with data that is unbiased and balanced.
Automatically complete the content of missing fields.
Automatically label your entire data set based on partially labeled data.
Quickly provide partners with a safe version of sensitive data.
Leverage advanced APIs to automate the data generation process within your workflow.
Enable seamless integration within your enterprise's existing IT infrastructure with single Sign-on, comprehensive connectivity, and centralized data source definitions.
