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Mock Data

Synthetic data · by MOSTLY AI

LLM-powered generation of schema-compliant, multi-table, production-like test data with referential integrity for development, QA, and demos without using real personal information.

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What it does

LLM-powered generation of schema-compliant, multi-table, production-like test data with referential integrity for development, QA, and demos without using real personal information.

  • AI/ML development
  • Data sharing
  • Software testing and QA
  • Agentic data science
  • Self-service analytics
  • Data democratization
Category
Synthetic data
Users
Individuals, Teams, Enterprise organizations
Public API
Not offered

Not yet disclosed: deployment options, platforms, languages and support channels.

Pricing

  • Free plan$0

Prices as published by MOSTLY AI, checked Oct 2026.

Security and compliance

As reported by MOSTLY AI. Ask for audit reports before you buy.

  • SOC 2Certified
  • ISO/IEC 27001Certified
  • Privacy-by-design architecture
  • No 1:1 relationship between synthetic and original data records
  • Model overfitting prevention via loss functions and validation criteria
  • Rare category protection for categorical columns
  • Extreme value protection for numerical and date-time columns
  • Extreme sequence length protection for linked records
  • All privacy protection settings enabled by default
  • On-premises and air-gapped deployment support

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