Software systems and methods to automatically correlate subject matter items and provider data across multiple platforms

A system for providing updated financial decision-making recommendations, the system comprising:

• one or more processors;
• and
• memory storing instructions that, when executed, cause the one or more processors to perform operations comprising:
• receiving, structured data related to a financial investment;
• receiving, unstructured data from a plurality of data sources, the unstructured data comprising at least social media data and newsfeed data associated with the clients;
• processing textual components of the unstructured data using one or more natural language processing models;
• generating features related to the financial investment based on the processing, wherein the features comprise an intent or a preference of a client associated with the financial investment;
• determining, based at least in part on the structured data and the features, changes in intent;
• generating a list of workflow recommendations based at least in part on the changes in intent;
• and
• returning information about the list of workflow recommendations for processing related to the financial investment.