Mostly AI

Mostly AI makes software for creating synthetic data, which imitates real datasets without exposing the people in them. Its platform also lets teams query live production data and work together on shared data assets.

What Mostly AI offers

• Synthetic data generation — learns patterns from existing data and produces realistic structured and text-based records.
• Data intelligence platform — an AI assistant that turns plain-language requests into Python analysis.
• Simulation — models edge cases and what-if scenarios for stress testing and validating assumptions.
• Open-source SDK — a synthetic data toolkit released under the Apache 2 licence.
• Deployment — runs on Kubernetes or OpenShift inside the customer's own environment.

Who it works with

The platform is aimed at individuals, teams and large organisations that want broader access to data for testing, model training and sharing without revealing sensitive information.

Key facts

• Licence of SDK: Apache 2
• Connections: data platforms such as Databricks