A heuristic function is a problem-solving strategy that uses a practical method or various shortcuts to produce solutions that may not be optimal but are sufficient for reaching an immediate goal. It is often employed in algorithms to improve efficiency by estimating the cost of reaching a goal from a given state, especially in search algorithms like A*.