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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.
Fairness and bias mitigation

A new age in AI — MOSTLY AI's response to MIT Technology Review's recent article on fair synthetic data

Cathy O'Neil says, 'Synthetic data is likely to get better over time, but not by accident.' We couldn't agree more, and our world-class team of scientists and engineers is constantly working on just that.
by 
Ágnes Fekete
June 29, 2021
About MOSTLY AI

Eye to eye with MOSTLY AI: Andreas Ponikiewicz, VP of Global Sales

MOSTLY AI has gathered a team of exquisite experts and data science enthusiasts. We would like you to meet our team 'eye to eye' and get to know all our devoted Mostlies who ensure that we deliver the best product and stand out in the market.
by 
Nikolina Bobar
June 8, 2021
Fairness and bias mitigation

The State of Fair Synthetic Data in 2021

Any machine learning model that is trained on fair synthetic data will be representative of the real world but fair by design.
by 
Michael Platzer
May 28, 2021
AI training

Synthetic geo data with MOSTLY AI 1.5

MOSTLY GENERATE now ships with geo data support, thus allowing any organization to synthesize and truly anonymize their geo enriched data assets at scale. In this blogpost we present examples of synthetic geo data using publicly available datasets.
by 
Michael Platzer
May 25, 2021
Data Privacy

Synthetic data for strategy, innovation, and governance — the 5 most common business problems we can solve

In the following blog post, I'll give an overview of the most common data and privacy business problems I hear about from our clients.
by 
Alexandar Ivanovski
May 3, 2021
AI training

On-demand Synthetic Data Meetup Webinar - Synthetic data for residential energy

Watch the 6th Synthetic Data Meetup on-demand where we have hosted an expert in residential energy systems who had a fascinating story to tell!
by 
Nikolina Bobar
April 27, 2021
About MOSTLY AI

One team, many new features: the next version of the world's leading synthetic data generator is here

Our developers worked hard to deliver much anticipated new features to simplify our customers' lives with faster, safer, and easier processes.
by 
Nikolina Bobar
April 15, 2021
About MOSTLY AI

It is official: MOSTLY AI is SOC 2 Type 2 certified!

Working with SOC 2 certified vendors, such as MOSTLY AI, assures the customers that the vendor follows consistent security practices and are able to keep customers’ valuable data always safe and protected through the implementation of standardized controls as defined in the AICPA Trust Service Principles framework.
by 
Nikolina Bobar
March 30, 2021
About MOSTLY AI

Our journey of becoming carbon neutral

Having an environmentally responsible business in 2021 leads to healthy, productive, and forward-thinking employees without jeopardizing growth and profitability. Companies like ours are the future, and we believe that by implementing environmentally conscious efforts early on, we can create long-term sustainability.
by 
Melanie Hartl
March 26, 2021
AI training

The Future of Explainable AI rests upon Synthetic Data

AI governance requires access to models just as well as to data. However, sensitive training data cannot be shared further. MOSTLY AI’s highly representative synthetic data serves as a drop-in replacement to enable model documentation, model validation, as well as model certification.
by 
Michael Platzer
March 25, 2021
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