We investigate how digital platforms and AI reshape complex sociotechnical systems, and how computational methods can help us theorize their dynamics. Our research spans platform ecosystems, generative and agentic AI, enterprise architecture, and computational approaches (e.g., simulation- and LLM-based) to theory development.