Contentware's Artificial Intelligence algorithm is used to to identify speaker name and title. Our identification of speaker bio information is “good”, but not “great” yet. Rather than provide “mixed results” where we could display erroneous content, we decided to have the user explicitly provide us with the speaker bio information.