The data management and integration layer serves as the core of the architecture, aiming to integrate all available data resources based on the designed data schema.

Effective hierarchical model-data integration and query design are crucial for ensuring digital twin performance due to the diverse and massive data collected. Cloud solutions for data storage, fusion, processing, and retention could be employed for dynamic and effective data management at both city and building levels.