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Effective and Efficient: Learn from AGL’s Delivery Process, Backed by Data and Analytics - Agustin Benito Bethencourt, Toscalix & Daniel Izquierdo Cortázar, Bitergia AGL's delivery process is the finest and most mature example in the open of a complex automotive software-defined production system. This presentation explores the AGL's delivery process through an analysis of basic flow metrics, attendees will gain an understanding of its performance and its evolution over time. As automotive companies balance internal software development requirements with working in the upstream AGL project, we offer a data-first approach to help align those efforts. The session dissects the fundamental principles of advanced data analytics applied to the production of software-defined products, using AGL's delivery process as a case study. Attendees will gain insights into leveraging analytics for optimizing software delivery in their respective domains. Additionally, practical strategies will be offered for translating the concepts, metrics, and methodologies, into actionable plans for adoption within automotive corporations. Finally, the speakers will provide hints about those open source development and delivery practices that can increase delivery performance in commercial environments, based on the analysis described in this talk.