Systems and methods for semantically analyzing digital information. A cognitive engine is configured to determine useful evidentiary information from large digital content data sets. Further, the cognitive engine can analyze or manipulate the evidentiary information to derive data needed to solve problems, identify issues, and identify patterns. The results can then be applied to any application, interface, or automation as appropriate.