Design Agency in the Fourth Industrial Revolution

This chapter links theoretical analysis, case study commentary, and applied experimentation to examine how robotic and computational workflows can be situated within restoration practices, exploring the limits and opportunities of digital-physical processes, emphasizing contextual adaptation, cultural interpretation, and material intelligence alongside technical innovation. Drawing on existing practices, the chapter envisions a speculative framework in which robotics and restoration converge as complementary forces shaping future methods of care and intervention. The research promotes debate and iterative testing as essential to advancing the discourse on restoration in the age of automation. Its central contribution is a proof-of-concept experiment that simulated the reintegration of a lacuna in a historic building through robotic clay extrusion. Framed as a minimum viable product, this low-tech, low-budget prototype tested toolpath logic, material responsiveness, and workflow development, progressing from conceptual hypotheses toward potential real-world applications. To support the continuation of conservation practices within the onset of the Fourth Industrial Revolution, the architect&s;s role must expand and evolve both technically and culturally, ultimately guided by the foundational ideas of restoration.