Mostly

MOSTLY AI, now presented as MOSTLY AI powered by Syntho, is a data platform for generating and working with privacy safe synthetic data. The MOSTLY AI Data Intelligence Platform covers four kinds of data: real world production data connected from enterprise systems or platforms such as Databricks, mock data for testing and demos, synthetic data that mimics real datasets without exposing sensitive information, and simulated data for edge cases and what if scenarios. An AI assistant lets users analyze data in plain language by creating and running Python code. It is intended for data teams and enterprises that need to share data, train models or test systems without exposing real records. The platform supports shared team workspaces and can be deployed on Kubernetes or OpenShift within the customer's own secure environment. The company also publishes the Synthetic Data SDK, a fully open source project under the Apache 2.0 license. It uses the TabularARGN model architecture and offers built in differential privacy, support for complex tabular and text datasets and advanced sampling. Users train a generator on their data with a few lines of Python, check its quality reports and generate any number of new samples. The vendor does not publish platform pricing.