Synthetic data generation platform features
Synthetic data generation
Syntho mimics (sensitive) data with AI to generate synthetic data twins
With a synthetic data twin, Syntho aims for superior synthetic data quality in comparison to the original data. We do this this with our synthetic data software that uses state-of-the-art AI models. Those AI models generate completely new data records and model them in such a way that we preserve the characteristics, relationships and statistical patterns of the original data to such an extent that you can use it as-if it is original data. This is what we call a synthetic data twin – synthetic data with preserved characteristics, relationships and statistical patterns of the original data and maximized data quality.
Synthetic data augmentation
Smart data augmentation features
A synthetic data twin covers all cases that would be supported with production data
Hence, minimal manual work and configuration that one would experience with classic Test Data Management tools is required. The engineer can use our interface to find data relevant for a specific case. However, what if there is no data yet that covers this specific case?
Intelligent data augmentation allows you to optimize your data to cover all other cases
Although a synthetic data twin covers most cases, we support intelligent data augmentation features that allow users to configure the Syntho Engine to cover all other relevant cases. Consequently, if the engineer does not find data to the specific case (because the relevant data did not occur yet), he is able to generate it with our intelligent data augmentation features.
New data generation
Entirely new data generation for any data type relevant for a test case where data is not present.
Smart data combination generation
Data generation for combinations that did not occur, but might occur in the future, according to your business rules and logic.
Generating more (unlimited) data
More data generation of a specific test case where you do not have enough data (e.g. for edge cases).
Other features
Syntho’s other unique synthetic data features
Production-grade test data
Automatically generate a synthetic twin of your production data with mixed data types in less than an hour.
Connect with all leading databases
Easily connect to all the most popular databases, or easily integrate with your existing test automation and CI/CD tools.
PII discovery and generation
Eliminate hours of manual work by automatically locating and synthesizing sensitive data throughout your database.
Automatic table relationship inference and synthesis
Automatically infer and generate primary and foreign keys that reflect your source tables and safeguard relationships throughout your database.
Advanced subsetting
Increase or decrease the number of records in your database, while keeping the referential integrity and relationships intact.
Smart data augmentation features
Generate completely new data from scratch or based on pre-defined rules.
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- Deployment and connectors
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- Evaluation module
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