✨ How to generate synthetic data - the comprehensive guide
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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.

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Synthetic data generation for free forever, up to 100K rows per day

The best AI-driven synthetic data generator is available free of charge for up to 100K rows daily. Do you want to generate high-quality, privacy-safe synthetic versions of your datasets? MOSTLY AI's synthetic data generator is at your service for machine learning, testing or data sharing use cases. The best test data and the best training data is always synthetic. And it's available straight from your browser after a simple registration. Once you signed up, you will receive an email with your login details. Please check your Spam folders in case you can't find it.
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How to generate synthetic data?

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. 

What is a test data generator?

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! 

I need help with synthetic data generation. What should I do? 

We are there for you every step of the way throughout your synthetic data journey. If you have a specific question about using MOSTLY AI's synthetic data generator, join the MOSTLY AI Smarter Synthetic Data Hub Slack community and one of our synthetic data experts will be happy to help you with the task at hand. If you would like to learn more about how to use a synthetic data generator, take a look at our documentation, where you will find a quick start guide to synthetic data generation and tutorials to help you get started. 

What is synthetic data? And why do we need it?

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.

How safe is my data?

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.

How can I get access to the paid version?

If you would like to use the proprietary version of MOSTLY AI's synthetic data platform - with advanced data connection capabilities for synthesizing complex data structures with referential integrity - please contact us.

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