The best AI-driven synthetic data generator is available free of charge forever for generating up to 100K rows daily. If you want to generate high-quality, privacy-safe synthetic versions of your datasets for machine learning, testing or data sharing use cases, MOSTLY AI's synthetic data generator is at your service. And it's available straight from your browser after a simple registration.

Forget cumbersome manual data generation and cumbersome, risky data anonymization. Generate flexibly sized, realistic synthetic data with the push of a button. Simply log in with your email address, upload your data directly or connect to a database, configure the synthesization process and you are good to go. Your machine learning models and your testers will thank you for using better-than-real synthetic datasets. 

A test data generator is a must-have tool in software testing. Mock data generators are widely available, however, mock or fake data lacks realism. MOSTLY AI's test data generator uses the power of AI to provide realism. The test data generator learns the business rules embedded in the production data, the correlations between columns and tables. Once the AI has learned the properties of your sample dataset, you can generate as much or as little test data as you need. Our test data generator is available free of charge for generating up to 100K rows of data per day. Should you need more than that, please reach out to our team for help! 

Synthetic data generators with powerful AI engines can learn the patterns and correlations of a dataset. Once the AI engine has been trained on a dataset, the synthetic data generator can recreate as much or as little statistically identical data as you need. The resulting synthetic data contains none of the original datapoints and is perfectly privacy-safe. However, synthetic data does contain all of the intelligence from the original data, including business rules. As a result, it is perfect for software testing and for building machine learning and AI models. You can synthesize entire databases and automate your test data pipeline. Synthetic data is a powerful privacy enhancing technology and test data generation tool.

We use a secure AWS cloud environment. We do not see or retain any of your uploaded data. Once the job is completed, the original dataset is deleted. The generated synthetic data comes with an automatically generated privacy and accuracy QA report. If the synthetic data passes the privacy and accuracy checks, you can safely use it without any privacy concerns.