RFID tags, or Radio Frequency Identification tags, are small electronic devices that use radio waves to transmit data to an RFID reader. They play a crucial role in active and intelligent packaging by allowing real-time tracking and management of products throughout the supply chain, enhancing inventory accuracy and product safety.