Multi-dimensional record correlations

A system, comprising:

• one or more processors;
• and
• a computer-readable storage medium, coupled to the one or more processors, storing program instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
• assigning a set of transaction records, defining one or more recommendations made by an artificial intelligence (AI) decision engine, to a set of batches based on a set of record characteristics for the set of transaction records;
• determining a set of batch characteristics for a batch of the set of batches;
• determining one or more correlations among the set of batch characteristics;
• comparing the one or more correlations with threshold correlations of one or more threshold batches;
• and
• determining, from the one or more correlations and the comparing, an impact of one or more recommendations of the AI decision engine.

A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions being executable by one or more processors to cause the one or more processors to perform operations comprising:

• providing one or more recommendations produced by an artificial intelligence (AI) decision engine;
• storing a set of transaction records associated with the AI decision engine, each transaction record having a set of record characteristics, the set of transaction records defining the one or more recommendations;
• assigning the set of transaction records to a set of batches based on the set of record characteristics;
• determining a set of batch characteristics for a batch of the set of batches;
• determining one or more correlations among the set of batch characteristics;
• comparing the one or more correlations with threshold correlations of one or more threshold batches;
• and
• determining, from the one or more correlations and the comparing, an impact of one or more recommendations of the AI decision engine.