Patent ID: 11941377
Assignee: EQUIFAX INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A system comprising:
a processor device; and
a non-transitory computer-readable storage medium having program code that is executable by the processor device to cause the system to perform operations, the operations comprising:
in an attribute development environment, accessing attribute templates and production data layouts associated with a plurality of attributes in a production environment, wherein each attribute template of the attribute templates comprises software code written in a production-ready programming language to compute an attribute associated with a feature of a predictive model used in risk assessment, and wherein each production data layout of the production data layouts comprises a set of ordered fields for input data used by a software program in the production environment;
in the attribute development environment, generating a plurality of attribute definitions in the production-ready programming language based on analyzing input data using the attribute templates, the input data being organized according to the production data layouts such that a data schema of the attribute development environment aligns with a schema of the production environment based on the set of ordered fields;
deploying the plurality of attribute definitions to the production environment of the software program, wherein the production-ready programming language of the plurality of attribute definitions is compatible with a programming language of the software program; and
causing the attribute definitions of the plurality of attributes to be modified based on performance of the plurality of attributes in the production environment of the software program.