Cash Cow Franchise: Being an independent company specializing in animation and hounded by unpleaseable stockholders, DWA has to develop every successful property into one. For instance the Shrek series has made over $2 Billion from the four movies alone (and that's not counting merchandising), while Kung Fu Panda, Madagascar, and How to Train Your Dragon are becoming the company's new bedrock ones. When an animated film under-performs, it's cause for major concern and it makes front page headlines, while if the same thing happens to Pixar, no publicity is made over it (until Cars 2).
They nearly got John Kricfalusi to direct for them, but after meeting the executives, he backed out.
There are dozens of whole films that were never made. These include Punk Farmnote based on a children's book and Truckersnote based on a children's trilogy written by Terry Pratchett.
In the mid-2000s, they came this close to creating a property based on Miss Chevious, a character from an extremely obscure 80s black-and-white comic (Tales From The Aniverse). Given DreamWorks' muscle, it could easily have lifted a 6-issue furry comic from the 80s to prominence, but apparently someone high up the ladder didn't understand the treatment written by the comic's creator.