Reasoning is using the facts and figures in front of you to make decisions.
Intuition is a perfectly acceptable means of making a decision, although it is generally more appropriate when the decision is of a simple nature or needs to be made quickly.
More complicated decisions tend to require a more formal, structured approach, usually involving both intuition and reasoning. It is important to be wary of impulsive reactions to a situation.