A remote distributed data store may be configured to process data updates received through invocation of a common API with reference to a common schema. Local data stores may also be configured to process updates using a common API and schema. Data for multiple users may be stored in a common collection of items maintained by a remote distributed data store. User identity may be verified through a public identity service. User identity and access permissions may be associated with items stored in a remote distributed data store.