Looking ahead to 2025, our goal is to incorporate users’ feedback into an optimised version of the interface and conduct further testing. At the DHd conference, we aim to present a refined and tested interface, comprising the new textual input modality. The poster will provide an overview of the developmental journey, highlighting the interface design and its features. It will present the process of user-driven interface development, focusing on its collaborative and iterative nature, which strongly addresses the dynamic and adaptive character of digital humanities projects. It will showcase how continuous user engagement and feedback are essential in creating effective research experiences that align with the scholarly needs and preferences of the DH community. This way, we mean to address the "Under Construction" notion of DHd 2025, as our experience underlines the necessity of ongoing development and refinement, according to Schetinger’s theory on balancing capta, users, and tasks to enhance DH interfaces.