Federated Learning Marketplace (FLM)

A platform connecting data owners wishing to train decentralized AI models with service providers. Models are trained on local user data, without raw data leaving user devices, ensuring privacy and empowering individuals to participate in the data economy while maintaining control. Allows monetization while preserving privacy.

Future Scenarios that inspired this product idea

Countries create 'sovereign data clouds' AI filters and manage all data, restricting access according to policy and regulation.

Extrapolated from DeepSeek’s R1 and OpenAI’s Deep Research just redefined AI — RAG, distillation, and custom models will never be the same - VentureBeat