Bitfount

Bitfount is a distributed data science platform enabling data custodians and data scientists to collaborate on federated, privacy-preserving data analysis and AI/ML such that the world's intractable data can become safely interactable.

Bitfount leverages a zero-trust messaging architecture to enable data scientists to send algorithms to data, where it lives, rather than requiring the transfer of raw data to perform analyses. As a result, the platform can be used to perform analyses for multiple data collaboration configurations:

• Consortium: Group of organisations mutually collaborating on each partner’s data.
• Internal use: Secure data collaboration across jurisdictions or departmental silos.
• 3rd party data evaluation: Evaluating 3rd party data while maintaining privacy and control.
• Validation of AI-based models: Evaluating models on distributed datasets without centralising data.
• Modeller consulting: Outsource ML model development without granting access to raw data.
• SDK: Improve products by training on customers’ on-premise data.