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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
Webinars

Podcasts

Conversations with thought leaders from the synthetic data and data privacy space.
See all
Episode 41 -
June 1, 2023
- 51 mins

Synthetic data for impact: how to innovate in health insurance with Daniela Pak-Graf, Merkur Innovation Lab

Daniela Pak-Graf, the managing director of Merkur Innovation Lab — the innovation arm of Merkur Insurance, shares her tips and best practices for innovating with synthetic data in one of the most conservative and sensitive industries, health insurance.
Mario Scriminaci, CPO of MOSTLY AI
Episode 40 -
May 11, 2023
- 46 mins

Synthetic data beyond privacy: data augmentation powered by AI

Synthetic data technology is moving fast beyond the privacy use case. Mario Scriminaci, MOSTLY AI's CPO talks about all the advanced synthetic data capabilities generative AI makes possible.
Episode 39 -
April 20, 2023
- 52:57 mins

What you didn't know about AI transparency with Rania Wazir, co-founder and AI expert

In episode 39 of the Data Democratization Podcast, host Alexandra Ebert, Chief Trust Officer at MOSTLY AI, is joined by Rania Wasir, co-founder and CTO of leiwand.ai, to discuss AI transparency, the misconceptions surrounding AI transparency and fairness, and why having a standard for transparency is important.

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.
Read now
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.
Read now
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.
Read now

Ebooks

Actionable take-aways and knowledge for those looking to learn and to implement synthetic data generation. 
See all
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.
Read now
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.
Read now
Ebook

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!
Read now

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.
Read now
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.
Read now
Case study

Synthetic CRM data for analytics with Telefónica

As much as 80-85% of customer data is locked away from analytics projects. Telefónica's CRM Datamart was synthesized as an alternative.
Read now

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.
See all
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.
Read full blog
Blog
June 7, 2023
 by 
George Loizou

Data simulation: unlocking innovation & empowering organizations

What are data simulations and how can synthetic data generation act as a data simulation tool?
Read now
Blog
June 6, 2023
 by 
Richard Pelgrim

How to benchmark synthetic data generators

Benchmarking synthetic data generators across measures of fidelity and privacy using four different datasets.
Read now
Blog
June 1, 2023
 by 
Ágnes Fekete

Exploring the benefits of data granularity in healthcare

In recent years, the healthcare industry has seen a surge in the importance of data granularity. With vast amounts of data being generated by patients and healthcare providers, it has become increasingly necessary to understand and utilize data at the granular level. The dire state of health data granularity Old ways of anonymizing and sharing […]
Read now
Blog
May 22, 2023
 by 
George Loizou

Unlocking data potential: implementing Snowflake integration in MOSTLY AI

MOSTLY AI is now offering Snowflake database connections as part of the world's most advanced synthetic data platform.
Read now
Blog
May 11, 2023
 by 
Matthias Funke

Data catalog tools and their integration with synthetic data

What is a data catalog, why do we need them, what are the challenges associated with using data catalogs and how can AI-generated synthetic data help?
Read now
Blog
May 8, 2023
 by 
Tobias Hann

What is data privacy?

Let's talk about the definition of data privacy and the practical approaches to ensuring data privacy in organizations.
Read now
Blog
April 25, 2023
 by 
Richard Pelgrim

Data anonymization in Python

Data anonymization is the process of removing personally identifiable information from datasets. Find out how to do it right!
Read now
Blog
April 20, 2023
 by 
Elsa Mendes

Authenticity at work - be YOU, everyone else is taken

What is authenticity at work and how does a remote company, like MOSTLY AI, make it one of its core values?
Read now
Blog
April 20, 2023
 by 
Tobias Hann

Beyond privacy - the vast potential of synthetic data

The potential of synthetic data goes beyond privacy enhancement. Extremely valuable use cases, such as data augmentation, rebalancing, domain adaptation, data simulation, bias correction and fairness are all on the table.
Read now

Podcasts

Learn how MOSTLY AI is utilizing synthetic data and privacy tech to change how modern business approach their data
See all
Episode 41 -
June 1, 2023
- 51 mins

Synthetic data for impact: how to innovate in health insurance with Daniela Pak-Graf, Merkur Innovation Lab

Daniela Pak-Graf, the managing director of Merkur Innovation Lab — the innovation arm of Merkur Insurance, shares her tips and best practices for innovating with synthetic data in one of the most conservative and sensitive industries, health insurance.
Mario Scriminaci, CPO of MOSTLY AI
Episode 40 -
May 11, 2023
- 46 mins

Synthetic data beyond privacy: data augmentation powered by AI

Synthetic data technology is moving fast beyond the privacy use case. Mario Scriminaci, MOSTLY AI's CPO talks about all the advanced synthetic data capabilities generative AI makes possible.
Episode 39 -
April 20, 2023
- 52:57 mins

What you didn't know about AI transparency with Rania Wazir, co-founder and AI expert

In episode 39 of the Data Democratization Podcast, host Alexandra Ebert, Chief Trust Officer at MOSTLY AI, is joined by Rania Wasir, co-founder and CTO of leiwand.ai, to discuss AI transparency, the misconceptions surrounding AI transparency and fairness, and why having a standard for transparency is important.
Episode 38 -
March 17, 2023
- 54 min 42 sec mins

Building trusted ML products with Karin Schöfegger

In the 38th episode of the Data Democratization Podcast, Karin Schöfegger shares her insights and challenges in building AI products.
Episode 37 -
February 23, 2023
- 52:04 mins

How to effectively audit AI with Ryan Carrier

Kicking off season three of the Data Democratization podcast, our host, Alexandra Ebert, MOSTLY AI's Chief Trust Officer, talks to Ryan Carrier, Founder and Executive Director of the NGO For Humanity.
Episode 36 -
October 20, 2022
- 50 mins

The secrets of building an AI-ready culture with Noelle

What is an AI-ready culture and how to build one? Listen to the best tips and tricks from seasoned AI-lead, Noelle!
Data Democratization Podcast Privacy with Pedro Pavón Meta
Episode 35 -
September 22, 2022
- 52 mins

Striking a balance - a conversation about privacy with Meta's Pedro Pavón

Privacy, fairness and transparency should be able to co-exist. Listen to this conversation with Meta's Global Policy Director, Pedro Pavón to learn how social media companies see their challenges.
AI ethics in practice with Reid Blackman
Episode 34 -
July 28, 2022
- 87 mins

AI ethics is science, not just philosophy - a pratical guide with Reid Blackman

AI Ethics is not the fuzzy, squishy topic most business leaders think it is. Get down to the practical reality of doing AI ethics!
fair synthetic data in healthcare podcast
Episode 33 -
July 7, 2022
- 60 mins

Fair synthetic data and ethical AI in healthcare with Humana

Humana's ethical AI team is one of the world's leaders in using fair synthetic data to build fair AI prediction models. Listen to the story of how Laura and Brent work for better patient outcomes and equal access to services!

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.
Read now
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.
Read now
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.
Read now
News
November 9, 2022

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.
Read now
News
October 25, 2022

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.
Read now
News
October 18, 2022

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.
Read now
News
October 7, 2022

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.
Read now
News
September 15, 2022

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.
Read now
News
September 13, 2022

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.
Read now

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

Healthcare data is notoriously difficult to access, incomplete, imbalanced, and biased. We dive deep into why healthcare data platforms are mission-critical.
Read now
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.
Read now
Ebook

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!
Read now
Ebook

3 ways synthetic test data simplifies testing

Synthetic test data generation is a must-have capability for QA teams.
Read now
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.
Read now
Ebook

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.
Read now
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.
Read now
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.
Read now
Ebook

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.
Read now

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.
Read now
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.
Read now
Case study

Synthetic CRM data for analytics with Telefónica

As much as 80-85% of customer data is locked away from analytics projects. Telefónica's CRM Datamart was synthesized as an alternative.
Read now
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!
Read now
Case study

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.
Read now
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%.
Read now
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!
Read now
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.
Read now

Webinars and Videos

Learn how MOSTLY AI is utilizing synthetic data and privacy tech to change how modern business approach their data
See all
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:
Watch now
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.
Watch now
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!
Watch now
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.
Watch now
Webinar

How smarter 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.
Watch now
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 […]
Watch now

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