It is known since the fifties that oxytocin is a neurohormone synthesized in the brain and released in blood circulation to trigger uterus contraction during delivery. It is also involved in milk ejection during breast-feeding. Over the past 25 years, many other central and peripheral functions have been discovered, in particular for attachment between child and parents as well as between individuals and interaction between a human being and its social group. Over this period, we have studied the functional supramolecular architecture of the hormone bound to its receptor. This information was used to design pharmacological probes and drug candidates. This led to the discovery of the first non-peptide oxytocin receptor full agonist. This molecule, LIT-001, restores social interaction in an animal model of autism and paves the way for a treatment of this neurodevelopmental disorder.