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Connects to PostgreSQL, introspects schema, and generates production-quality synthetic data that preserves distributions and relationships

weavori.comDatabasesAug 2026Malik Mohammad Ammar

The product is a CLI tool that connects to PostgreSQL databases, introspects schemas, and generates synthetic data that preserves distributions, foreign keys, and cross-column rules for testing, staging, and development. It sells to developers and data professionals in b2b teams and startups that need realistic PostgreSQL test data without using production data. It is positioned against manual configuration files, generator definitions, and masking scripts by inferring column types, relationships, and distributions directly from the schema with zero configuration.

Key features

  • PostgreSQL schema introspection
  • Distribution-aware data generation
  • Referential integrity preservation
  • Cross-column consistency checks
  • Formula engine with 8 functions
  • CSV dataset mapping
  • Direct DB export via COPY
  • Streaming generation with constant memory
  • Column-name rule mapping (~230 rules)
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