'factually' originates from the word 'factual', which is derived from the Latin word 'factum', meaning 'a thing done'.

'factum' transformed into the Medieval Latin word 'factuālis', and eventually became the modern English word 'factual', from which 'factually' is derived.

Initially, it meant 'pertaining to facts', and this meaning has largely remained the same in modern usage.