The missions can be played at your leisure. But, you cannot change weapons or gear, or heal injuries in between. The survivors are LOCKED to the Raid until you complete it or abandon.
All part of the challenge
So in other words, if you use up your grenades in bridge entry, you won't have any available for the compound?