Methods, apparatuses and computer program products for automated learning of data models

An apparatus comprising:

• at least one processor;
• and
• at least one non-transitory memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to perform at least the following:
• receive one or more requests from one or more communication devices or one or more applications, a request of the one or more requests associated with requester credentials;
• analyze one or more instances of data of the requests based at least in part on a comparison of the requester credentials associated with the request and credentials of a creator of the one or more instances of data;
• generate at least one index based at least in part on the analysis of the one or more instances of data of the requests, wherein the at least one index comprises at least one instance of type access control determined based at least in part on a result of the comparison;
• and
• automatically generate a data model, in a development environment, based at least in part on the data in the index, the data model comprises one or more definitions defining access control for instances of data designated for validation of one or more received instances of data.

A computer program product comprising at least one non-transitory computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code portions comprising:

• program code instructions configured to receive one or more requests from one or more communication devices or one or more applications, a request of the one or more requests associated with requester credentials;
• program code instructions configured to analyze one or more instances of data of the requests based at least in part on a comparison of the requester credentials associated with the request and credentials of a creator of the one or more instances of data;
• program code instructions configured to generate at least one index based at least in part on the analysis of the one or more instances of data of the requests, wherein the at least one index comprises at least one instance of type access control determined based at least in part on a result of the comparison;
• and
• program code instructions configured to automatically generate a data model, in a development environment, based at least in part on the data in the index, the data model comprises one or more definitions defining access control for instances of data designated for validation of one or more received instances of data.