Analog telephone interface chips are fundamental in providing a bridge between traditional telephones and modern communication networks. They handle basic telephone line functions such as ringing, signal generation, and impedance matching. These chips ensure that analog telephones can interface seamlessly with digital communication systems, preserving the functionality of legacy telephone equipment.