Abstract: An improved system and method for generating gamified training content using multimodal human-machine interfaces controlled by an adaptive backend training system. Such a system can include a gamification engine working in conjunction with a machine learning engine for adaptively updating or restructuring database elements by analyzing existing data and applying external training data. Training content can thus be progressively optimized for various users, groups, and training contexts as the system adapts.

Abstract: A system for applying artificial intelligence technology to data stored in databases and generates diagnostics that are user definable interpretations of information in the database. The diagnostics are stored in a database which can be queried with downdrilling to the associated data which generated the diagnostic. A set of bidirectional links is maintained between selected data items in the first database and the corresponding diagnostics in the second database. The system acts as an information compiler in developing a map of the raw data dimension into the structured dimension of intelligent interpretation of the data in the diagnostic database.