The presence of peace lily and dogs can be an unfriendly equation. ... Peace lily isn't technically poisonous, but it contains a compound that can be extremely bothersome to pets, children, and even an adult if consumed. Even the pollen from the spadix can cause oral irritation if licked off fur and paws.