It is an idiomatic expression that we need to refrain from. It is best described that a person who decides too fast by not thinking at all. The ideal way is to take the time to think before having the final decision. Negotiating under pressure should be handled well and be a good thinker at the same time. It is not always having the quickest mind in closing a deal with the client.