New analytical tools allow extraction of meaning from all sorts of things—photos, audiotapes, insurance claim files, blogs, Twitter files, Facebook pages, news feeds, and more. Among the challenges is the investment the organization must make in a new set of skills to be able to capture such data, manipulate it appropriately, and extract the meaning.