When thinking about a project, you must pick between minimizing cost and minimizing time. To think that you will do both is foolish. Pushing your team to do both just creates stress1.
A related concept is the idea of Pick two
1. DeMarco, T. Slack: Getting Past Burnout, Busywork, and the Myth of Total Efficiency. (Currency, New York; London, 2002).