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Data Governance

Mostly AI

Synthetic data platform and open-source SDK

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About Mostly AI

Mostly AI offers software for generating privacy-safe synthetic data from real structured data, along with mock, simulated and text data generation. It also publishes an open-source Python SDK with built-in differential privacy, aimed at teams that need shareable data for testing and model training.

Common use cases

  • Privacy-safe data sharing
  • Test data generation
  • Model training data
  • Edge-case simulation

Products and services

Data Intelligence Platform

Platform for real-world, mock, synthetic and simulated data.

Synthetic Data SDK

Open-source Python package under Apache 2.0 license.

Key features

  • Synthetic data generation
  • Differential privacy
  • Mock data for testing
  • Text data synthesis
  • Kubernetes deployment
  • Open-source SDK

Integrations

  • Databricks
  • Snowflake
  • Kubernetes
  • OpenShift

Mostly AI alternatives

FAQs

Is there an open-source option?

Yes, the Synthetic Data SDK is open source under Apache 2.0.

Can it run in my environment?

Enterprise deployment on Kubernetes or OpenShift is supported.

What kinds of data?

Structured tabular data and text.

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