The farmer decided to mechanise the harvesting process to reduce labor costs.

mechanise 是动词，由词根 mechan-（机械）和后缀 -ise（使...化）组成，意思是"使机械化"。这个词是英式拼写，在美式英语中拼写为 mechanize。