The Westpac Auckland Rescue Helicopter was called to the scene, where they found the man cold, exhausted and suffering from mild hypothermia.
The crew took the man to Thames Hospital in a serious condition.
The chopper trust said the kayaker had been well-prepared. He had been wearing a life jacket and was carrying a radio, but this had dropped into the water when he fell in.