Reversible zinc oxidation, enhanced by lactate coordination, enables a self-sustained, circuit-free pathway for high-density hydrogen storage and delivery. By overcoming solubility limits under ambient conditions, this system delivers higher volumetric capacity and safety than existing carriers, providing a robust alternative to high-pressure infrastructure for decentralized, on-demand green hydrogen delivery.