This documentation is available to agents as Markdown at https://docs.synthesized.io/tdk/latest.md. For the complete documentation index, see llms.txt.

Synthesized Platform Documentation

Transform, generate, and subset production data with privacy-preserving data transformations. Deploy in minutes, scale efficiently, maintain referential integrity.

Getting Started

5-Minute Quick Start

Get up and running in minutes

  • Install with docker-compose up
  • Run your first masking transformation
  • See results in 5 minutes

Connect Data Sources

Connect your databases quickly

  • PostgreSQL, MySQL, Oracle, SQL Server
  • JDBC URL examples
  • Required permissions

Create Your First Workflow

Build and execute workflows

  • YAML configuration basics
  • Choose transformers
  • Execute workflow

Core Concepts

Learn the fundamentals

  • How masking works
  • How generation works
  • How subsetting works

Guides by Use Case

🎭 Masking Data

Anonymize PII and sensitive data for non-production environments while preserving data utility and relationships.

  • Mask specific column types (email, SSN, credit cards)
  • 35+ built-in transformers
  • Preserve referential integrity
  • Incremental masking support

✨ Generating Data

Create realistic synthetic test data that preserves statistical distributions and referential integrity.

  • Categorical, numerical, and temporal generators
  • Custom distributions and probabilities
  • Maintain foreign key relationships
  • Generate millions of rows

✂️ Subsetting Data

Extract 10%, 25%, or 50% of production data for development and testing while maintaining referential integrity.

  • Filter by date, ID range, or custom conditions
  • Preserve foreign key relationships
  • Combine with masking
  • Target specific tables

Deployment & Operations

🐳 Docker Compose

Production-ready deployment with Docker Compose

☸️ Kubernetes (Helm)

Deploy to Kubernetes with Helm charts

🔐 Security & SSO

Authentication, LDAP, Kerberos, RBAC

🔧 Administration

User management, licensing, roles

Reference & Advanced

📚 Transformers Reference

35+ built-in transformers for masking and generation

🔌 API Reference

REST API endpoints and CLI commands

🎯 Advanced Workflows

Custom transformers, scripting, multi-mode workflows

❓ Troubleshooting

Common issues, performance tuning, diagnostic tools

Popular Topics

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