In short
RFID is an automatic identification technology that reads the data on a tag via radio waves without needing line of sight.
Unlike barcodes, RFID tags can be read in bulk and at a distance, and work on dirty or closed packaging. Crate, pallet, tool and mould tracking are common uses.
RFID success depends on tag type, reader placement and on-site testing of factors such as metal and liquids.