Product Overview of Syntho
Syntho is an advanced, self-service platform specializing in the generation of synthetic data, designed to accelerate data-driven solutions while ensuring the highest levels of privacy and security. Headquartered in Amsterdam, Netherlands, Syntho serves industries that handle sensitive data, such as healthcare, finance, government, and manufacturing.
What Syntho Does
Syntho utilizes artificial intelligence to generate synthetic data that mimics the statistical patterns and characteristics of original datasets. This synthetic data is created to substitute sensitive personally identifiable information (PII), protected health information (PHI), and other identifiers, making it ideal for testing, development, and analysis without compromising privacy or security.
Key Features and Functionality
Synthetic Data Generation
- Syntho’s platform employs AI to generate synthetic data twins that maintain the statistical patterns of the original data. This ensures that the synthetic data can be used for analysis, machine learning model training, and application testing with outcomes nearly identical to those from the original data.
Smart De-Identification
- The platform features an AI-powered PII Scanner that automatically identifies and modifies sensitive information, protecting PII, PHI, and other identifiers. This process preserves the referential integrity of the entire relational data ecosystem.
Test Data Management
- Users can create, maintain, and control representative test data for non-production environments. This includes generating test data that reflects production data, using predefined rules and constraints, and reducing records to create smaller, representative subsets of relational databases while maintaining referential integrity.
Time Series Data Synthesis
- Syntho accurately synthesizes time-series data, ensuring that the generated synthetic data retains the temporal relationships and patterns of the original data.
Deployment and Integration
- The platform offers flexible deployment options, including on-premise, any private cloud (such as AWS, Azure, Google Cloud), and Syntho’s cloud. It can also be deployed as a Docker container or Python package within a secure IT environment. This ensures that sensitive data never leaves the customer’s trusted environment.
Quality Assurance
- The generated synthetic data is assessed for accuracy, privacy, and speed, with external validation available from data experts at SAS. This ensures the high quality and reliability of the synthetic data produced.
User Support and Documentation
- Syntho provides comprehensive user documentation and support, including live demos, to guide users in utilizing the platform effectively.
In summary, Syntho is a robust and versatile platform that leverages AI to generate high-quality synthetic data, ensuring data privacy and integrity while supporting a wide range of data-driven applications across various industries.