Runhe Software said on Nov. 13, in collaboration with the openEuler community, it launched HopeInfraPlatform (HIP) and HopeAgentPlatform (HAP). The platforms integrate with Ascend and Kunpeng domestic supernodes to deliver a step‑change in token production efficiency, targeting bottlenecks in large‑model inference and enterprise agent scale‑up and providing an end‑to‑end stack from OS base and large‑scale token production to secure enterprise digital‑employee token consumption, marking Runhe's formal rollout of full‑stack token services to industry.(金十)