For several decades, conventional wisdom in the pharmaceutical industry has held that a large sales force is the key to commercial success. However, in recent years, a number of warning signs have emerged about the effectiveness and long-term viability of this expensive asset. While few are saying it publicly, a number of pharma executives are now exploring the possibility that it could be only a matter of time before the industry's dependence on personal selling comes to an end.