Catalog Quality Management Model

A computing device, having a memory to store a series of instructions that are executed by at least one processor to implement a catalog quality management sub-system, the computing device configured to

• receive an error output describing a catalog error for a product aspect of a product in a content catalog from an error detection module;
• compute an impact state based on at least one of a false positive impact score describing a false identification impact, a false negative impact score describing an impact of ignoring an accurate identification, and a confidence score describing a likelihood the catalog error is accurately identified;
• categorize the catalog error by a degree of human interaction with an error fix determined from an impact state;
• and
• apply an error fix to the catalog error based on the degree of human interaction.

A machine-implemented method, comprising:

• receiving an error output describing a catalog error for a product aspect of a product in a content catalog from an error detection module;
• computing an impact state based on at least one of a false positive impact score describing a false identification impact, a false negative impact score describing an impact of ignoring an accurate identification, and a confidence score describing a likelihood the catalog error is accurately identified;
• categorizing the catalog error by a degree of human interaction with an error fix determined from an impact state;
• applying an error fix to the catalog error based on the degree of human interaction;
• and
• requesting a post-fix manual review of the error fix by a human error administrator.