The interTwin Digital Twin Engine (DTE) Core Modules enable the development and management of data-driven and compute-intensive applications by providing capabilities such as workflow composition, data fusion, AI workflow and method lifecycle management, real time acquisition and data analytics, validation, verification, and uncertainty tracing for model quality.