By synthesizing interdisciplinary innovations in peptide engineering, formulation science, and regulatory frameworks, this work delivers a roadmap for overcoming translational barriers and unlocking the complete therapeutic possible of peptides.Research peptides remain confined to experimental configurations, where they help experts uncover mechani