System and method for esg reportng based optimized resource allocation across esg dimensions

A system comprising one or more computers and one or more storage devices storing instructions that are operable, when executed by the one or more computers, to cause the one or more computers to perform operations comprising:

• obtaining data from a knowledge source for an entity, the knowledge source comprising a plurality of environmental, social, and governance (ESG) disclosures, wherein the ESG disclosures relate to one or more ESG dimensions;
• computing, using the obtained data, a vulnerability indicator score for each of the ESG dimensions, wherein a vulnerability indicator score for an ESG dimension represents a measure of latent vulnerability with respect to the ESG dimension;
• computing, using the obtained data, a descriptive distribution score for each of the ESG dimensions, wherein the descriptive distribution scores represent a distribution of descriptions of the ESG dimensions within the knowledge source;
• determining, using the vulnerability indicator scores and the descriptive distribution scores, an allocation of computational resources to ESG computational processes associated with the ESG dimensions that achieves an increased gain in sustainability for the entity;
• and
• initiating allocation of the computational resources to the ESG computational processes associated with the ESG dimensions according to the determined allocation.

A computer-readable storage medium comprising instructions stored thereon that are executable by a processing device and upon such execution cause the processing device to perform operations comprising:

• obtaining data from a knowledge source for an entity, the knowledge source comprising a plurality of environmental, social, and governance (ESG) disclosures, wherein the ESG disclosures relate to one or more ESG dimensions;
• computing, using the obtained data, a vulnerability indicator score for each of the ESG dimensions, wherein a vulnerability indicator score for an ESG dimension represents a measure of latent vulnerability with respect to the ESG dimension;
• computing, using the obtained data, a descriptive distribution score for each of the ESG dimensions, wherein the descriptive distribution scores represent a distribution of descriptions of the ESG dimensions within the knowledge source;
• determining, using the vulnerability indicator scores and the descriptive distribution scores, an allocation of computational resources to ESG computational processes associated with the ESG dimensions that achieves an increased gain in sustainability for the entity;
• and
• initiating allocation of the computational resources to the ESG computational processes associated with the ESG dimensions according to the determined allocation.