- First, there's too much ego associated with features. If a feature is someone's 'baby', it is just very hard to get them to accept that that feature needs to go. Even with all the data in the world, it becomes confrontational and ugly very easily.
- Second, companies rarely tend to reward removing things. It is hard to have a performance review or a stack ranking/calibration meeting where your major accomplishment was removing features. This is obviously a broken performance appraisal model/culture but just happens to be prevailing culture in several large organizations.
- Third, a lot of products and features don't lend themselves to measurement very well. Without measurements and data, deciding what to remove comes down to subjective opinions. Contrast this with new features where you often have lots of data (emails from users, tweets, market research, etc).