It's hard to take a one-size-fits-all approach to analytics software. The ways in which analytics tools can be used are about as varied as the companies using them. Today's software packages are often much more focused on the actual application of analytical approaches to specific types of decision problems and specific types of industries and niches.
Source: CRM Buyer, http://crmbuyer.com