The ambition of AMIGDALA-HOP-ON is to enhance the integration of global trade data and models into the ongoing integrated modelling in AMIGDALA, making the work even more relevant for policymakers and industry leaders. The objectives are (1) to further develop predictive international trade models using additional features derived from AMIGDALA research and modelling, and to align and incorporate these results with and into AMIGDALA's integrated modelling; (2) to enhance international trade and trade relations in scenario development; and (3) to advice on technology governance and policy development, from the perspective of international trade. The inclusion of granular, accurate, and global trade data as a result of AMIGDALA-HOP-ON enhances the AMIGDALA’s ability to model and predict the complex dynamics of the green transition. Using insights from detailed trade data modelling, the model framework can more precisely assess the economic and environmental impacts of international trade on the EU's transition to a low-carbon economy. This enables the identification of industrial upgrading opportunities and strengthens the accuracy of scenarios and pathways, ultimately leading to more informed policymaking and increased competitiveness. The enriched data-driven approach also fosters greater societal awareness and supports resilience and inclusivity within Europe’s research and innovation landscape. The widening applicant Policy Lab is a private research centre specialising in big data science solutions for global trade strategies and economic development policies. Its expertise lies in predictive market analytics, industrial competitiveness, and scenario studies. The team, a mix of economists and data scientists, brings key experience in economic resilience, export promotion, and strategic positioning of companies within global supply chains and related policies.