It has been observed in many applications that coupling stochastic systems can make their dynamics more reliable, and that networks of stochastic elements can become synchronous. We will analyze some model problems of this type and describe mechanisms which produce reliable and synchronous behavior. We will further show that these effects are present in parameter regimes which are appropriate for the underlying applications.