The substance that neutralizes the effect of poison is called as an “antidote”.

Explanation:
An antidote is a specific remedy or treatment that counteracts the toxic effects of a poison or toxin, often by binding to the harmful substance and rendering it harmless or by promoting its elimination from the body. Antidotes are designed to counteract the specific effects of particular poisons and are used in medical emergencies or cases of poisoning.