MOSTLY AI

The company operates a B2B software model built around a synthetic data and analytics platform. It creates value by helping enterprises unlock restricted production data for analytics, testing, collaboration and AI development without sharing live sensitive records. The platform combines synthetic data generation, governed access, analytics and workflow integration, with a commercial model that spans self-serve entry points and larger enterprise deployments.

MOSTLY AI is an Austrian private enterprise software company that develops a synthetic data platform for organisations that need to generate privacy-safe datasets, analyse them, and share them internally without exposing sensitive production data. Its platform is designed for enterprise data teams, developers and analysts, with particular relevance for regulated sectors such as banking, insurance and healthcare. The company also offers an embedded AI assistant for natural-language analysis and an SDK for programmatic synthetic data generation.

The business appears to monetise through SaaS subscriptions, usage-based data generation credits and enterprise contracts, while using an open-source SDK as a developer adoption channel. Its value proposition is centred on enabling compliant data access, testing, analytics and simulation workflows while preserving relational integrity and supporting integration with cloud data systems.