Tasks are a new gameplay mechanic that was added on May 10th, 2012. Sometimes, a customer might walk in with a red exclamation mark over his/her head. Clicking on him/her shows a task they request you to do. You can accept of decline the task. If you accept it, you must do the steps to earn a reward.
If you abandon a task, the customer may return with the same quest.