Our AI-powered synthetic data generator learns the statistical patterns of the original data.
The AI algorithm recreates learned patterns using a population of fictional characters.
Synthesize datasets of customer profiles, journeys, transactions, and other sequential and temporal data.
Synthesize entire databases with fully intact, realistic, and usable referential integrity.
Transparent controls for data privacy
With MOSTLY AI, privacy is not a blackbox. We give you full control over the protection of outliers and rare categories.
Accuracy at your control
With MOSTLY AI, synthetic data accuracy is not an accidental by-product of privacy protection. You’re free to choose the right level of accuracy for your use case.
Automation, but with a human in the loop
MOSTLY AI analyzes your data and preconfigures the synthetic data generation settings accordingly. There’s no need to manually configure relationships and data types.
Our intuitive, guidance-rich UI is there to help you adjust these settings to fit your use case.
Synthesize without boundaries
Synthesize datasets without size limitations.
GPU and compute cluster support helps you to obtain large synthetic datasets faster.
Synthetic data privacy and quality assessment
MOSTLY AI won't leave you in the dark when it comes to synthetic data quality and privacy. Each generated synthetic dataset comes with an accuracy and privacy report.
A detailed QA report shows all privacy metrics, statistical distributions, and correlations.
Seamless integration with your enterprise systems
We support your company’s cloud and on-premises infrastructure.
Connect to AWS, GCP, and Azure cloud storage buckets.
Read and write to MS SQL, Oracle, MySQL, PostgreSQL and Db2 databases.
Extended support for different data types
Synthesize geolocation data with our Latitude, Longitude data type. Synthetic geodata provides insights into the mobility of customers, driving and delivery personnel.
Our text data type can synthesize product numbers and short descriptions. Synthetic text is based on the format and contents of the original data.
Use Mock data to generate test cases that are not present in the production data.
Tailor-made for the enterprise
Use the REST API to integrate MOSTLY AI in your data pipeline. This way, your valuable, sensitive data never leaves its protected domain.
Data Catalogs allow you to reuse your job settings on incoming streams on data. The Data Catalog feature allows for carefree automation of data pipelines.
User management - MOSTLY AI integrates seamlessly with your company’s Active Directory. Configure user roles and per-user access. Benefit from easy onboarding and offboarding of your company's employees.
SOC 2 Type 2 compliance for maximum security.
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