Are logic and reason really compatible with religious faith?

I am not suggesting that religious individuals cannot think outside of the box of church indoctrination or biblical principals (along with any non-Christian equivalents).

What I am however asking is, can logic and reason be applied within the bounds of a religious context? Especially when one is borrowing a vast majority of their philosophical viewpoints from any particular holy book or scripture etc.