In reality, saying 'We must see Brahman in everything and everywhere' is also not quite correct. Only that stage is final, where there is no seeing, where there is no time or space.
There will be no seer, seeing and an object to see. What exists then is only the infinite eye.
#SriRamanaMaharshi