Forklifts are powered industrial vehicles equipped with a forked platform at the front, designed for lifting and moving materials over short distances. They play a crucial role in material handling systems by improving efficiency in warehouses, distribution centers, and construction sites, enabling quick loading, unloading, and stacking of goods.