The system architecture centers on three integrated layers: the ZenPulse forecasting model, ZENKI AI Agents, and the open Zen+OS platform. Unlike traditional smart-home setups that trigger actions based on simple rules, this new framework continuously analyzes weather patterns, solar generation, and dynamic electricity tariffs. By processing these variables, the system executes decisions that balance grid dependency, battery longevity, and household comfort without user intervention.

Openness remains a critical component of the rollout. Zen+OS utilizes open APIs to ensure compatibility with existing infrastructure, including Home Assistant, MQTT, and Homey. The platform currently integrates with over 870 energy providers and more than 5,000 heat-pump models. Zendure is also demonstrating its hardware ecosystem at the trade show, showcasing the PowerHub gateway alongside the SolarFlow Mix and 2400 series storage units. These devices, when paired with the company's EVFlow chargers and RangeFlow e-bikes, create a closed-loop energy cycle that connects residential storage to personal mobility.