The core of this new architecture lies in three distinct layers designed to manage the complexities of modern multi-energy households. The ZenPulse forecasting model analyzes weather patterns, solar generation, and household load data, while the ZENKI AI Agents translate these forecasts into specific energy actions. These agents balance competing priorities like battery longevity, household comfort, and cost savings without requiring manual input. Underlying these processes is the open Zen+OS platform, which provides connectivity across a vast range of hardware, including over 5,000 heat-pump models and integration with Home Assistant and MQTT.

At its booth in Hall 2.2, Zendure is demonstrating how these software innovations interface with their latest hardware, such as the PowerHub gateway and the SolarFlow Mix storage series. By incorporating its own dynamic tariff service, ZenWave, the system automates energy procurement during low-cost periods. The company is also bridging the gap between residential and mobile energy by linking its HEMS 2.0 interface with the RangeFlow cargo bike and EVFlow AC smart wallboxes, completing an ecosystem that tracks energy from initial generation to daily transportation usage.