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Dmitry Aminev Senior Data Scientist Synthetic Data Platform

The synthetic data resource center

What is AI-generated synthetic data? Why should companies use it? Our synthetic data knowledge hub has the answers to all your questions about synthetic data generation, best practices, use cases and more. Learn through insightful blogposts, podcasts, ebooks, case studies and webinars.
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Blog
Podcasts
News
Ebooks
Case studies
Videos
Webinars

Podcasts

Conversations with thought leaders from the synthetic data and data privacy space.
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News

Read the latest news about MOSTLY AI, the world's leading synthetic data company.
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News
January 27, 2023

GIS customer data: "Abuse could have been prevented with synthetic data."

MOSTLY AI comments on the recent data theft and misuse of 9 million Austrians’ registration data.
News
January 23, 2023

MOSTLY AI urges businesses and data professionals to switch to synthetic data to protect privacy

MOSTLY AI, pioneers in structured synthetic data, is urging businesses and data professionals to mark Data Privacy Day on 28 January by taking ownership of data privacy.
News
January 19, 2023

MOSTLY AI recognized in the 2022 Gartner® Cool Vendors™ in Data-Centric AI report 

MOSTLY AI, has been recognized as a Cool Vendor in the Data-Centric AI report by leading analyst firm, Gartner, in a report titled ‘Cool Vendors in Data-centric AI’. Cool vendors in this report offer synthetic data, data labeling, and database innovations as part of data-centric AI.

Ebooks

Actionable take-aways and knowledge for those looking to learn and to implement synthetic data generation. 
See all
Ebook
Synthetic data in healthcare_ebook

Synthetic data in healthcare

Healthcare data is notoriously difficult to access, incomplete, imbalanced, and biased. We dive deep into why healthcare data platforms are mission-critical.
Ebook
5 reasons why you should go synthetic for testing_ebook

5 reasons why you should go synthetic for testing

Test data generation is broken. This ebook collects the most important pitfalls all software testers and QA teams should watch out for.
Ebook
Synthetic data in insurance report

Reuters Report: The future of insurance

Data is transforming the insurance industry once and for all. Find out what the future holds from industry leaders!

Case studies

AI-generated synthetic data case studies from the wild with results. 
See all
Case study

Synthetic health data exchange with Humana

The Humana Synthetic Data Exchange has been accelerating innovation while protecting health data privacy.
Case study
Synthetic data for healthcare_case study

Predictive analytics in healthcare benefits from synthetic data generation

Predictive analytics in healthcare needs synthetic health data for better accuracy and decision making.
Case study
Telefónica’s synthetic data analytics projects_case study

Synthetic CRM data for analytics with Telefónica

A significant portion of customer data is locked away from analytics projects. Telefónica's CRM Datamart was synthesized as an alternative.

Videos

Learn how MOSTLY AI is utilizing synthetic data and privacy tech to change how modern business approach their data.
See all
Video
September 21, 2023
, 12m 41s

Explainable AI with Synthetic Data Tutorial

📚 In this tutorial, we'll show you how to make AI more explainable using synthetic data. Synthetic data helps you to alleviate privacy concerns and make your machine learning models more transparent and accountable. Chapters: 00:00:00 | Introduction 00:00:06 | Overview of Explainable AI with Synthetic Data 00:00:36 | Training the Model on Real Data […]
Video
September 21, 2023
, 14m 9s

Conditional synthetic data generation tutorial

👋 Welcome to this comprehensive tutorial on Conditional Synthetic Data Generation! In this tutorial, you'll learn how to exercise more control over the synthetic data you generate. By the end, you'll understand how to apply conditional generation in two different scenarios: equalizing gender income distribution in the UCI Adult Income dataset and maintaining the geographic […]
Video
September 19, 2023
, 5m 43s

AI Act: A Deep Dive into the Future of AI regulation - The Risk-based Approach

Exploring the EU AI Act and the so-called risk-based approach the draft legislation is proposing. Join us in this episode as we delve deep into the draft EU AI Act, dissecting risk categories, their implications, and the critical aspects every AI developer and user should be aware of. 📜 Here is what you can learn […]

Blog

The synthetic data blog offers the latest know-how and research results. Read posts about synthetic data for AI, testing, data anonymization and more.
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Blog
September 25, 2023
 by 
Richard Pelgrim
Rebalancing with synthetic data

Rebalancing your data for ML classification problems

Rebalancing your data via the synthetic data generation process offers a simple, yet effective way to improve your machine learning models.
Blog
September 21, 2023
 by 
Richard Pelgrim
Synthetic data accuracy vs training data sample size tutorial

Optimize your training sample size for synthetic data accuracy

Synthetic data accuracy is in a direct relationship with synthetic data sample size. In this tutorial, we'll show you how to optimize training data for best results.
Blog
September 20, 2023
 by 
Richard Pelgrim
Evaluate synthetic data quality using ML

Evaluate synthetic data quality using downstream ML

In this tutorial, you will learn how to validate the quality of synthetic data by evaluating its performance on a downstream ML task.
Blog
September 20, 2023
 by 
George Loizou
How to do data migration using synthetic data

How to do data migration like a pro?

Data migration comes with a host of challenges where AI-generated synthetic data offers a real solution.
Blog
September 12, 2023
 by 
Elsa Mendes
yes, we are open

Come in, we are open

MOSTLY AI has just published its employee handbook - public and accessible for all.
Blog
September 11, 2023
 by 
Richard Pelgrim
data drift

Data drift: How to tackle it with synthetic data

Data drift is a huge headache for ML developers. Conditional synthetic data generation can help put your model back on track.
Blog
August 29, 2023
 by 
George Loizou
prevent model collapse with high-quality synthetic data

AI model collapse: How to avoid degradation of models with synthetic training data

What is model collapse and how can you mitigate it with best practices and high quality synthetic data data?
Blog
August 10, 2023
 by 
John Sullivan

Insurance innovation: 3 use cases powered by synthetic data in health insurance

Insurance innovation powered by synthetic data includes exciting use cases, such as data democratization, external data sharing, and empowering women in healthcare.
Blog
August 8, 2023
 by 
Richard Pelgrim
Machine learning life cycle

Improve your machine learning life cycle with synthetic data

A step-by-step journey through the machine learning life cycle, from data collection to model explanation and sharing.
See all Blog posts

Podcasts

Learn how MOSTLY AI is utilizing synthetic data and privacy tech to change how modern business approach their data
See all
See all Episodes

News

Read the latest news about MOSTLY AI, the world's leading synthetic data company.
See all
News
January 27, 2023

GIS customer data: "Abuse could have been prevented with synthetic data."

MOSTLY AI comments on the recent data theft and misuse of 9 million Austrians’ registration data.
News
January 23, 2023

MOSTLY AI urges businesses and data professionals to switch to synthetic data to protect privacy

MOSTLY AI, pioneers in structured synthetic data, is urging businesses and data professionals to mark Data Privacy Day on 28 January by taking ownership of data privacy.
News
January 19, 2023

MOSTLY AI recognized in the 2022 Gartner® Cool Vendors™ in Data-Centric AI report 

MOSTLY AI, has been recognized as a Cool Vendor in the Data-Centric AI report by leading analyst firm, Gartner, in a report titled ‘Cool Vendors in Data-centric AI’. Cool vendors in this report offer synthetic data, data labeling, and database innovations as part of data-centric AI.
News
November 9, 2022
Merkur Insurance feat. MOSTLY AI, synthetic data partnership

Leading the way in data security: Merkur Insurance signs partnership agreement with MOSTLY AI

Merkur Insurance and MOSTLY AI enter into a synthetic data partnership in the name of data security and innovation.
News
October 25, 2022
MOSTLY AI to present research findings at the 3rd ACM International Conference of AI in Finance

MOSTLY AI to present research findings at the 3rd ACM International Conference of AI in Finance

MOSTLY AI will be presenting pertinent research findings on its recently published paper about rule-adhering synthetic data, at the 3rd ACM.
News
October 18, 2022
MOSTLY AI gets ISO certified

ISO 27001 re-certification key indicator of MOSTLY AI's high standard in information security

After becoming the first synthetic data provider to achieve ISO certification in November 2021, MOSTLY AI has continued to demonstrate the importance of information security, both internally and externally, evident in its ISO 27001:2013 re-certification earlier this month.
News
October 7, 2022
CDAO Boston

Driving the conversation around the need for a data-driven culture in insurance

Tobi Hann, the CEO of MOSTLY AI will talk about synthetic data use cases in the insurance industry at the 2022 Chief Data & Analytics Officers conference.
News
September 15, 2022
InsureTech-Connect

MOSTLY AI to participate in two key industry events to highlight widening adoption of synthetic data

MOSTLY AI, who pioneered the creation of AI-generated synthetic data, will simultaneously participate in InsureTech Connect in Vegas and TestBash UK in Manchester.
News
September 13, 2022
Synthetic data QA report

MOSTLY AI 2.4 synthetic data platform - now with faster and shareable interactive QA reports

MOSTLY AI today launched the latest generation of its industry-leading synthetic data platform. In response to feedback, MOSTLY AI 2.4 now includes interactive QA reports of customers’ synthetic databases that can be downloaded and shared both within and outside their organizations.
See all Articles

Ebooks

Learn how MOSTLY AI is utilizing synthetic data and privacy tech to change how modern business approach their data
See all
Ebook
Synthetic data in healthcare_ebook

Synthetic data in healthcare

Healthcare data is notoriously difficult to access, incomplete, imbalanced, and biased. We dive deep into why healthcare data platforms are mission-critical.
Ebook
5 reasons why you should go synthetic for testing_ebook

5 reasons why you should go synthetic for testing

Test data generation is broken. This ebook collects the most important pitfalls all software testers and QA teams should watch out for.
Ebook
Synthetic data in insurance report

Reuters Report: The future of insurance

Data is transforming the insurance industry once and for all. Find out what the future holds from industry leaders!
Ebook
3 ways synthetic data simplifies test engineering_ebook

3 ways synthetic test data simplifies testing

Synthetic test data generation is a must-have capability for QA teams.
Ebook
Synthetic data for Insurance industry_eBook

Synthetic data: the key to profitability for insurance companies

Insurance providers are at the forefront of AI adoption. But as industry leaders know, data quality can determine the success of any project. They also need to consider compliance and data protection concerns. AI-generated synthetic data negates these concerns while offering a far more effective alternative.
Ebook
MOSTLY AI Harvard Business Review

REPORT: Executives must utilize synthetic data to meet their AI and analytics challenges

This report by Harvard Business Review Analytic Services in association with MOSTLY AI provides actionable insights on leveraging synthetic data.
Ebook
Synthetic data journey ebook

GUIDE: How to start using synthetic data?

In this guide, you will receive step-by-step help to effectively starting your synthetic data journey.
Ebook
Data anonymization_ebook

Guide to Data Anonymization

Upgrading your data anonymization toolset to a synthetic data generator brings many advantages. Privacy-by-design is only one of them.
Ebook
Banking on synthetic data

Banking on synthetic data

The future of financial data is synthetic. Read everything you need to know about synthetic data in banking: opportunities, use cases, and integration.
See all Ebooks

Case studies

Real life synthetic data case studies
See all
Case study

Synthetic health data exchange with Humana

The Humana Synthetic Data Exchange has been accelerating innovation while protecting health data privacy.
Case study
Synthetic data for healthcare_case study

Predictive analytics in healthcare benefits from synthetic data generation

Predictive analytics in healthcare needs synthetic health data for better accuracy and decision making.
Case study
Telefónica’s synthetic data analytics projects_case study

Synthetic CRM data for analytics with Telefónica

A significant portion of customer data is locked away from analytics projects. Telefónica's CRM Datamart was synthesized as an alternative.
Case study
Power Up Fraud Detection Models with Synthetic Data_case study

Synthetic training data for improving fraud and anomaly detection

Boost machine learning performance by upsampling fraud and anomaly patterns with better-than-real synthetic datasets!
Case study
Rapid PoC Evaluation of Vendors and Start-ups

Synthetic test data for digital banking

One of the largest retail banks in Europe developed a banking app, but the test data was heavily masked. Synthetic transaction data was used to test the app instead, providing a realistic and privacy safe alternative.
Case study
Rapid PoC Evaluation of Vendors and Start-ups_case study

Synthetic data sandbox for enterprise data sharing

Data sharing with third party vendors is slow and costly. Setting up a synthetic data sandbox reduces data delivery times by 70% and costs by 80%.
Case study
Improving Home Insurance Pricing with Synthetic Geolocation Data_case study

Synthetic geolocation data for home insurance pricing

Due to CCPA and HIPPA regulations, insurance companies can't use home addresses in their modelling. Synthetic geolocation data to the rescue!
Case study
Global HR Analytics Improves Talent Retention Rates_case study

Synthetic employee data for global AI and analytics in HR

A large telecommunication company reduced employee turnover by using synthetic employee data in a large scale, global analytics project.
See all Case studies

Videos

Learn how MOSTLY AI is utilizing synthetic data and privacy tech to change how modern business approach their data.
See all
Video
September 21, 2023
, 12m 41s

Explainable AI with Synthetic Data Tutorial

📚 In this tutorial, we'll show you how to make AI more explainable using synthetic data. Synthetic data helps you to alleviate privacy concerns and make your machine learning models more transparent and accountable. Chapters: 00:00:00 | Introduction 00:00:06 | Overview of Explainable AI with Synthetic Data 00:00:36 | Training the Model on Real Data […]
Video
September 21, 2023
, 14m 9s

Conditional synthetic data generation tutorial

👋 Welcome to this comprehensive tutorial on Conditional Synthetic Data Generation! In this tutorial, you'll learn how to exercise more control over the synthetic data you generate. By the end, you'll understand how to apply conditional generation in two different scenarios: equalizing gender income distribution in the UCI Adult Income dataset and maintaining the geographic […]
Video
September 19, 2023
, 5m 43s

AI Act: A Deep Dive into the Future of AI regulation - The Risk-based Approach

Exploring the EU AI Act and the so-called risk-based approach the draft legislation is proposing. Join us in this episode as we delve deep into the draft EU AI Act, dissecting risk categories, their implications, and the critical aspects every AI developer and user should be aware of. 📜 Here is what you can learn […]
Video
September 19, 2023
, 6m 5s

AI Act: A Deep Dive into the Future of AI regulation - Generative AI

🎥 The EU AI Act and Generative AI: The Deep Dive Continues! Welcome back to the MOSTLY AI series where Alexander Zojer, MOSTLY AI's Legal Counsel unpacks the EU's AI regulation as it unfolds. In this episode, we’re delving into the definitions of generative AI and its legal implications within the draft EU AI Act. […]
Video
September 14, 2023
, 11m 12s

Synthetic Data Tutorial - Synthetic Rebalancing vs. SMOTE vs. Naive Upsampling

Welcome to our comprehensive tutorial on synthetic rebalancing! Imbalanced datasets can be a major hurdle in machine learning, but fear not, because we're here to guide you through the process of tackling them effectively. In this video, we explore three rebalancing methods, naive upsampling, SMOTE, and synthetic data generation, to demonstrate their impact on model […]
Video
September 14, 2023
, 10m 56s

Synthetic Data Tutorial - Sample Size vs. Synthetic Data Accuracy

In this tutorial we delve into the connection between the size of your training samples and the accuracy of the resulting synthetic dataset. Understanding this concept can be a game-changer, helping you cut down on computational costs and generation time, while maintaining data precision. Join us as we explore this fascinating topic step by step. […]
Video
September 14, 2023
, 8m 24s

Synthetic Data Tutorial - Test Synthetic Data Using Train-Synthetic-Test-Real

Welcome to this comprehensive tutorial on testing synthetic data using the Train-Synthetic-Test-Real method, where you'll gain valuable insights into evaluating synthetic data quality for your downstream machine-learning models. Access our state-of-the-art synthetic data generator for free here: ➡️ https://bit.ly/44jGBPr Here is the publicly available notebook, so you can follow along and experiment with different datasets, […]
Video
September 11, 2023
, 57m 47s

Data literacy and AI for all - Data Democratization Podcast S1E44

Alexandra Ebert, MOSTLY AI's Chief Trust Officer and DataCamp's CEO, Joe Cornelissen, and VP of Curriculum, Maggie Remynse discuss the importance of data literacy and how data not just for data scientists but for everyone. Tune in to learn more about: Everyday Interactions with data Governments and data regulations Self-Education: DataCamp for improving data literacy. […]
Video
August 29, 2023
, 2m 34s

Tips and Tricks - Turbo Training Setting for Fast Synthetic Data Generation

🚀 Turbo Setting for Fast Synthetic Data Generation | Tips and Tricks 📺 Welcome to another insightful Tips and Tricks video! We will dive into the Turbo training setting on MOSTLY AI's synthetic data platform, a powerful tool for quickly generating realistic looking synthetic data. ⚡ Fast Track Your Data Generation The Turbo setting is […]
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Webinars

On-demand webinars on the subject of synthetic data and its various use cases.
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Webinar
Data privacy is everyone's business WEBINAR

Data privacy is everyone's business

In celebration of Data Privacy Day 2023, Tobias Hann, CEO of MOSTLY AI and Leanne Jory Brand and Communication Specialist discuss the state of data privacy and what they see in the data privacy landscape when talking about the topic with different data consumers across industries. Tune in to find out:
Webinar

Synthetic Data: The Fuel for AI in Insurance

Andreas Ponikiewicz, VP of Global Sales at MOSTLY AI spoke about creating, using, and sharing synthetic data at the FINTECH LIVE event in London.
Webinar

MOSTLY AI at FINTECH LIVE London 2022

Tune in to FINTECH LIVE's exclusive interview with Leanne Jory, Hyulya Akgyun and Shahzaib Mian and hear them discuss all things synthetic data, AI, analytics and much more!
Webinar
Test data automation webinar

How can test data save test automation?

Test automation projects fail because of test data. The single most important ingredient for successful test automation projects: realistic, production-like, AI-generated synthetic test data.
Webinar
How smarter and realistic synthetic data can solve the most common testing data pains webinar

How synthetic data can solve test data pains

Smarter synthetic data is a smart way to overcome data challenges in testing. Watch the webinar to find out how it can help your QA team.
Webinar

Can AI solve the Schrems II puzzle? Use synthetic data for cross-border data sharing!

What are your options for cross border data-sharing for 2021? In this webinar you will find out: - How you can create synthetic copies of your sensitive datasets - Discover your synthetic data opportunities through real-life case studies: 🚀 Scaling AI by using third-party AI vendors in banking ⏳ Speed up POC processes: reduce time […]
See all Webinars
Ready to start generating your synthetic data sets? 
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