A heuristic is a problem-solving approach that employs practical methods and shortcuts to produce solutions that are not guaranteed to be optimal. In AI, heuristics are often used in algorithms to speed up the search process in optimization and decision-making tasks. They provide approximate solutions and are particularly useful when traditional methods are too slow or complex.