This industry white paper presents a research design for studying Sweden's first deployment of unaccompanied autonomous delivery robot fleets in Stockholm, marking an important milestone in Swedish urban robotics implementation. Through a two-year longitudinal study combining ethnographic field observations, video data collection, and multi-stakeholder workshops, we will document the practical realities of integrating delivery robots into dense urban environments. We aim to identify recurring operational barriers including permit uncertainties, challenges around community integration, and robot-human interaction patterns across different seasons and contexts. We approach this complex problem through cross-sector collaboration between academia, industry, municipalities, and regulatory bodies, with the goal to develop actionable policy implications for cities, robot operators, and national policymakers as well as contributing to international standards development.