Systems and methods for data storage and retrieval with access control

A non-transitory machine-readable medium having stored thereon machine-readable instructions executable to cause a machine to perform operations comprising:

• obtaining base data associated with a first entity, wherein the base data includes access-restricted data associated with the first entity;
• generating predictive data based on the base data using a predictive model, the predictive model including a plurality of model parameters learned according to a supervised learning process, wherein the predictive data does not include the access-restricted data;
• and
• providing the predictive data to a second entity based on an access level of the second entity.

A method for retrieving data associated with a first entity, comprising:

• receiving a request from a second entity to access the data associated with the first entity;
• determining an access level of the second entity;
• determining, based on the access level, derivative data that the second entity has permission to access, the derivative data being derived from base data that includes access-restricted data associated with the first entity;
• generating a response that includes the derivative data;
• and
• transmitting the response to the second entity.