Systems, devices, and methods for analysis and aggregation of data from disparate data platforms

A computer system comprising:

• one or more computer readable storage devices storing computer executable instructions;
• and
• one or more computer processors in communication with the one or more computer readable storage devices and configured to execute the computer executable instructions to cause the computer system to:
• generate a first company profile by:
• receiving information from a plurality of sources, wherein each of the plurality of sources comprises at least one data item associated with at least one of a plurality of individuals, wherein the information comprises at least a first data item associated with a first individual from a first data source and a second data item associated with a second individual from a second data source, the first data source having a first data model, the second data source having a second data model, wherein the first data model and the second data model are different;
• mapping the information from the plurality of sources to a common data model comprising datapoints with each of a data source, a topic, and a company;
• associating a first topic with the first data item and a second topic with the second data item, wherein the first topic and the second topic are elements of a database of topics accessible by the system;
• affiliating the first individual with a first company and the second individual with a second company wherein the first company and the second company are elements of a database of companies accessible by the system;
• associating the first data item with the first company and associating the second data item with the second company;
• aggregating information from the plurality of sources having the company set to the first company;
• use the first company profile to target the first company by:
• receiving the first company as a target for a business interaction;
• identifying the first topic as a relevant factor for targeting the first company;
• incorporating information from the first company profile into the business interaction;
• monitoring the plurality of sources for evidence of the business interaction based on the first company profile;
• evaluating an effectiveness of the business interaction, wherein the evaluation of the effectiveness of the business interaction is based at least in part on the first company profile and on the evidence of the business interaction;
• updating the first company profile based at least in part on the evidence of the business interaction.