Betterdata

Overview

Betterdata is an enterprise synthetic data generation platform designed for AI compliance and secure data access in regulated environments. The platform transforms sensitive real data into high-quality, compliant synthetic data that can be safely shared and used for AI/ML training, analytics, system testing, and data intelligence without exposing confidential information.

Developed over 5 years with over 1 million lines of code, Betterdata is trusted by U.S. Department of Homeland Security, Tier 1 banks, federal agencies, and Fortune 500 enterprises. The company co-authored Singapore's synthetic data guidelines with the Personal Data Protection Commission (PDPC) and has published research in leading forums including NeurIPS and ICML.

Key Features

Multi-Model Engine

• Tabular Foundation Model (TFM) for best-in-class private synthetic data generation
• Deep Learning (GANs), Tree-based (SPN, ARF), and Transformer-based (LLMs) approaches
• Multi-table synthesis with support for complex relational constraints

Privacy & Compliance

• Differential Privacy (DP) guarantees for regulatory-grade compliance
• PII redaction capabilities
• GDPR and HIPAA compliance support
• Audit-ready synthetic datasets

Enterprise Deployment

• CIS-hardened infrastructure
• Flexible deployment: on-premise, air-gapped, or any cloud provider
• Scalable from single VM to thousands of instances
• Daily, instant synthetic data generation capabilities

Data Operations & Verification

• Compliance checks built into workflows
• Data quality verification
• Operational efficiency tools
• Self-service platform capabilities

Use Cases

• Financial Services: Anti-Money Laundering (AML), Basel III/IV capital modeling, algorithmic trading backtesting