Systems, methods, and computer-readable media for operating a persona-driven intelligence platform

A system comprising:

• one or more processor devices;
• and
• one or more memories storing machine-executable instructions, which when executed by the one or more processor devices, cause the system to:
• responsive to receiving one or more inputs and/or instructions corresponding to a digital task, retrieve, from a database in memory of a computing system, a plurality of data records, each data record including a first set of attributes;
• cluster the plurality of data records to generate a plurality of clusters of data records, based on the first set of attributes;
• obtain, for each of the plurality of clusters, a corresponding second set of attributes;
• generate, for each of the plurality of clusters, a corresponding personality score vector, based on the second set of attributes;
• generate, by one or more LLM agents, a dynamic persona corresponding to at least one of the plurality of clusters, the dynamic persona including a third set of attributes;
• and
• store the dynamic persona in a persona library.

A non-transitory computer-readable medium having machine-executable instructions stored thereon which, when executed by one or more processors of a computing system, cause the computing system to:

• responsive to receiving one or more inputs and/or instructions corresponding to a digital task, retrieve, from a database in memory of a computing system, a plurality of data records, each data record including a first set of attributes;
• cluster the plurality of data records to generate a plurality of clusters of data records, based on the first set of attributes;
• obtain, for each of the plurality of clusters, a corresponding second set of attributes;
• generate, for each of the plurality of clusters, a corresponding personality score vector, based on the second set of attributes;
• generate, by one or more LLM agents, a dynamic persona corresponding to at least one of the plurality of clusters, the dynamic persona including a third set of attributes;
• and
• store the dynamic persona in a persona library.