'female-led' originates from the combination of 'female' and 'led', where 'female' refers to the sex that can bear offspring and 'led' is the past participle of 'lead', meaning to guide or direct.

'female-led' evolved from the need to describe organizations or groups primarily directed by women.

Initially, it meant 'led by a female', and this meaning has remained consistent in modern usage.