Machine learning models for automated sustainability data source ingestion and processing

A computer system comprising:

• memory hardware configured to store a machine learning model, entity sustainability source data vector inputs, and computer-executable instructions, wherein each entity sustainability source data vector input includes sustainability data indicative of at least one sustainability practice of an entity;
• and
• processor hardware configured to execute the instructions, wherein the instructions include:
• training the machine learning model with the entity sustainability source data vector inputs to generate a sustainability data source valuation output, wherein the sustainability data source valuation output includes at least one source valuation score that correlates to a sustainability data source including data indicative of sustainability practices of an entity;
• obtaining at least one target entity and specified data ingestion criteria;
• searching multiple data sources according to the specified data ingestion criteria to obtain sustainability data associated with the at least one target entity;
• supplying the at least one target entity and the obtained sustainability data to the machine learning model to generate a sustainability data source valuation output for each of the multiple data sources that correlates to sustainability data obtained from the data source being indicative of sustainability practices of the at least one target entity;
• obtaining specified category data and valuation criteria, the specified category data including multiple categories and subcategories;
• determining, for each of the multiple categories and subcategories, a valuation score based at least in part on one or more of the sustainability data source valuation outputs for obtained sustainability data associated with the category or subcategory;
• obtaining specified category scoring criteria;
• determining, for each of the multiple categories and subcategories, an entity sustainability score based at least in part on one or more of the valuation scores associated with the category and subcategories;
• determining an overall entity sustainability score associated with the at least one target entity according to the determined entity sustainability scores for the multiple categories and subcategories;
• transmitting the determined overall entity sustainability score associated with the at least one target entity to a computing device to facilitate storage of the overall entity sustainability score in a database data structure or display of the overall entity sustainability score on a user interface;
• determining multiple overall entity sustainability scores associated with multiple target entities including the at least one target entity;
• generating a ranking of the multiple overall entity sustainability scores;
• and
• displaying a comparison of the ranked overall entity sustainability scores on the user interface.