Mostly AI — Synthetic Data for Privacy-Safe AI
Mostly AI is a synthetic data generation platform for privacy-safe AI training and business data sharing
Mostly AI is a synthetic data generation platform that enables companies to create high-quality, anonymous versions of sensitive datasets. This tool is specifically built for data scientists, software developers, and privacy officers who need to share or analyze information without violating GDPR or CCPA regulations. By using generative AI, Mostly AI produces datasets that maintain the statistical patterns and correlations of the original source without containing any personal information. The platform includes a user-friendly interface that allows teams to engage in data exploration using natural language, removing the need for deep technical expertise. Business owners can use Mostly AI to democratize data access across their organization, allowing marketing and sales teams to build personas or test systems without risking data breaches. The software supports various data structures and can be deployed in secure enterprise environments. Verified on surfai.app, this tool is frequently used to accelerate AI and machine learning model training by providing ample amounts of high-fidelity synthetic data. It also streamlines software testing by replacing real customer data with safer alternatives that behave exactly like the original. Most enterprises use Mostly AI to bypass the long legal approval processes typically required for data sharing. The platform operates primarily as an enterprise-grade solution with scalable pricing models tailored to specific organizational needs. Companies can choose between self-hosted deployments or external LLM integrations to maintain control over their infrastructure. A free tier or trial is usually available for developers to test the synthetic generation quality before committing to a full deployment.
- Pricing: enterprise
Specifications
| Pricing | enterprise |
|---|---|
| Integrations | OpenAI, PostgreSQL, MySQL, Databricks, Snowflake, Python |
| Best for | data-scientists, privacy-officers, ctos, software-engineers |
| Website status checked | 2026-10-23T18:00:34.176+00:00 |
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