Benchmarking based on company vendor data

A non-transitory computer-readable storage medium storing instructions that, when executed by a processor of a processing system, cause the processing system to perform a method, the method comprising:

• receiving a plurality of vendor transactions for each company of a plurality of companies, each vendor transaction identifying a transaction between each respective company of the plurality of companies and one vendor of a plurality of vendors;
• generating a vendor embedding vector for each vendor of the plurality of vendors comprising a vector of industry parameters;
• generating a company embedding vector for each company of the plurality of companies, comprising an aggregation of vendor embedding vectors;
• providing the company embedding vectors to a clustering algorithm to produce a plurality of industry clusters;
• correlating a first company to an industry cluster of the plurality of industry clusters, the first company comprising an attribute;
• aggregating data associated with the attribute for each company in the industry cluster;
• and
• displaying a value of the attribute of the company relative to the aggregated data of the attribute to a user.

A system, comprising:

• a memory comprising executable instructions;
• a processor configured to execute the executable instructions and cause the system to:
• receive a plurality of vendor transactions for each company of a plurality of companies, each vendor transaction identifying a transaction between each respective company of the plurality of companies and one vendor of a plurality of vendors;
• generate a vendor embedding vector for each vendor of the plurality of vendors comprising a vector of industry parameters;
• generate a company embedding vector for each company of the plurality of companies, comprising an aggregation of vendor embedding vectors;
• provide the company embedding vectors to a clustering algorithm to produce a plurality of industry clusters;
• correlate a first company to an industry cluster of the plurality of industry clusters, the first company comprising an attribute;
• aggregate data associated with the attribute for each company in the industry cluster;
• and
• display a value of the attribute of the first company relative to the aggregated data of the attribute to a user.