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Dramatically improve machine learning model accuracy

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Generate optimal training data

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.

Powerfully simple

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.

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Uncompromising quality

Datomize’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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Extreme flexibility

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.

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Undaunted by scale and complexity

Built 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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Solution benefits

High performing ML Models

Develop and train the highest-performing ML models to extract superior insights by generating optimal training data with lower bias.

Predict outcomes for any scenario

Simulate future scenarios to fully understand user behavior, analyze trends, and predict outcomes across any set of conditions.

Overcome data bias and balance

Overcome insufficient representation, biased views, and ambiguity with data that is unbiased and balanced.

Integrate with existing data pipelines

Seamlessly integrate into existing analytical working environments and data or ML pipelines.

Confidence in data quality

Dynamic validation tools visualize the data quality resulting from continuous training of expert models.

Powerfully simple

With fully automated synthetic data generation and optional data mapping options, Datomize is powerful yet simple to use.

Complex data at scale

Synthesize or simulate massive data sets with 10s of millions of records, 100s fields per table and 100s of categories per field, including time-series and free text fields.

Rapid collaboration

Quickly provide partners with a synthetic version of sensitive data

Enterprise readiness

Enable seamless integration within your enterprise's existing IT infrastructure with single Sign-on, comprehensive connectivity, and centralized data source definitions.

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