Defi Data Collaboration Protocol provides access to high quality, secure and sharable data. The system allows easy processing, sharing and distribution of data, while keeping the privacy of both enterprises and individuals intact. By using technologies including blockchain, secure multi-party computation and machine learning, Defi can standardize, encapsulate and encrypt data to enable multi-party data collaboration.