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Synthetic data
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DataLLM
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Synthetic data overview
What is synthetic data and its benefits
Introduction to synthetic data
Data anonymization
Traditional data anonymization vs. synthetic data generation
Frequently Asked Questions
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Platform overview
How it works
See how the MOSTLY AI Platform works
Privacy and security
Learn how MOSTLY AI's Platform provides privacy and security
Features
Generate, synthesize, and create data
Python Client
Control synthetic data generation right out of your Python environment
DataLLM
DataLLM
Create synthetic data if you have no data to begin with or enrich existing datasets
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Synthetic data generation for free forever
The best AI-powered synthetic data generator is available free of charge. Generate high-quality, privacy-safe synthetic versions of your datasets within minutes.
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Use Cases
Data sharing
Proactively share high quality synthetic data in your organization and beyond
AI/ML development
Use synthetic training data to still your AI/ML data hunger
Testing & QA
Synthetic copies of production data for faster and better QA
Self service analytics
Leverage synthetic data and a natural language interface to get to insights
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Read our synthetic data blog
The Synthetic Data Dictionary
Terms and definitions related to synthetic data generation
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Home
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Resources
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Blog
The
Synthetic
Data Blog
If you want to learn about the latest developments in the synthetic data space, you are in the right place. The synthetic data blog covers the latest developments, research results and business best practices.
Blog
Featured
May 31, 2024
by
John Sullivan
Data Access + Data Insights for Everyone
"Business people don't understand data". As a non data scientist, I've been told this quite a lot. And it's often true. The majority of people don't have the skills to work with data. To analyze data, to visualize data, to understand data. That's a problem, because the answers to many of your questions are in […]
Read full blog
Blog
March 14, 2023
by
Ágnes Fekete
Data collaboration with synthetic data products
Data collaboration needs a pro-active approach. Synthetic data generation is the right tool for embedding data sharing into data products.
Blog
March 13, 2023
by
George Loizou
A comparison of 6 data imputation methods with AI-powered synthetic data imputation
Smart imputation with synthetic data can prevent data distortion and help make data more human-readable.
Blog
January 11, 2023
by
Michael Platzer
Amp It Up: synthetic population data at scale
Large scale synthetic population data is as good as real for training machine learning models.
Blog
December 22, 2022
by
Philip Thompson
Demonstrating data value in a world with increasing expectations
What is data value and how to demonstrate value? Different data strategies have different implications to data value.
Blog
December 22, 2022
by
Nikolina Bobar
MOSTLY AI 2022 recap
AI-driven tech continues to break into the mainstream, with enormous interest growing in how we can use AI to make the world a better place. One area specifically is data privacy.
Blog
December 5, 2022
by
Alexandra Ebert
Time to define synthetic data
What's the difference between privacy-preserving AI-generated synthetic data and fake synthetic data? A definition to clear up confusion.
Blog
November 28, 2022
by
Ágnes Fekete
How to generate synthetic data from real data - zero to hero
High quality synthetic data, that is free to share and use across a wide variety of use cases is only a few clicks away. Simply follow our guide.
Blog
October 28, 2022
by
Ágnes Fekete
AI in insurance: the 6 most important use cases in 2023
A complete overview of the data landscape in the insurance industry with the best AI and machine learning use cases for 2023.
Blog
September 15, 2022
by
Alexandra Ebert
European Commission’s JRC: synthetic data will be the key enabler for AI in Europe
Policymakers need better ways to collaborate on data. AI-generated synthetic data received the strongest endorsement as a recommended tool from the EU's Joint Research Centre.
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Synthetic Data
What is synthetic data
Data anonymization
Frequently Asked Questions
Platform
Features
Privacy and security
How it works
Python Client
DataLLM
Get started
Use cases
Data sharing
AI/ML Development
Testing & QA
Self service analytics
Company
About us
Handbook
Careers
Contact us
Documentation
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