Software agents have gained increasing attention in the field of creating digital twins of physical, biological, and human entities. The processing of sensory inputs, individual perception, and the selection of suitable actions are essential processes in here, and agent-based frameworks can be utilized for supporting the design, the implementation, and the test. This paper reflects a work-in-progress project at an early stage. However, a conceptual model is presented for an analytical situation awareness component combining agent-based approach and data science algorithms.