Question 1

What is synthetic data, and how does Syntho generate it?

Accepted Answer

Synthetic data is artificially created data that mirrors real-world data's statistical properties without containing actual sensitive information. Syntho uses AI and machine learning models to generate this data, ensuring it closely resembles the original while maintaining privacy.

Question 2

What are the key benefits of using Syntho's synthetic data generation platform?

Accepted Answer

The platform offers enhanced privacy by design, compliance with data protection regulations, increased speed and flexibility in data-driven projects, and simplified data collaboration across stakeholders.

Question 3

How does Syntho ensure the quality of its synthetic data?

Accepted Answer

Syntho uses stringent quality assurance methods, including data quality metrics and external evaluations, to ensure the synthetic data's accuracy and reliability, aiming to create "synthetic data twins".

Question 4

What types of data does Syntho support, and what are its limitations?

Accepted Answer

The platform supports structured, tabular data, including categorical, numerical, and geographic data. However, its suitability for specific data types may require assessment based on individual needs.

Question 5

How secure is Syntho's platform, and how does it protect sensitive data?

Accepted Answer

Syntho offers AI-powered PII scanning and smart de-identification features, providing deployment options like on-premise and private cloud to ensure sensitive data never leaves the customer's trusted environment.

Question 6

What are the different deployment options for Syntho's platform?

Accepted Answer

Syntho Engine can be deployed on-premise, in a private cloud, or other environments and is packaged in a Docker container for seamless integration.

Question 7

What is Syntho's pricing model, and what factors influence the cost?

Accepted Answer

The pricing model is based on features rather than usage. Factors influencing cost include the license tier and additional deployment locations, which determine the features, users, and connectors available.

Question 8

What kind of support and documentation does Syntho provide?

Accepted Answer

Comprehensive documentation, a ticket support system, direct communication channels, and personalized onboarding training are provided to assist users effectively.

Question 9

How long does it take to generate synthetic data using Syntho?

Accepted Answer

The data generation time is contingent on database size, with tables under 1 million records typically taking less than 5 minutes to process.

Question 10

What are some examples of how Syntho's synthetic data is used in different industries?

Accepted Answer

It is utilized in healthcare for AI model training, finance for fraud detection, and various other industries requiring large, realistic datasets for testing, analytics, or AI/ML model development.

Question 11