This paper scrutinizes the efficacy of a novel Structural Equation Modeling (SEM) approach tailored to assess and enhance territorial competitiveness in Morocco. It encompasses a multidimensional analysis of demographic characteristics, territory attributes, innovation, industrialization, administrative structures, strategic surveillance, and stakeholder engagement. By constructing a SEM, the paper addresses the complex interplay between these elements and their collective impact on territorial management and competitiveness. Drawing from a robust qualitative analysis, the study validates the SEM against the intricate Moroccan socio-economic backdrop, demonstrating its utility in capturing the nuanced effects of governance and strategic initiatives on regional development. The proposed SEM serves as a versatile framework, offering policymakers and researchers a sophisticated tool for dissecting and advancing territorial intelligence applications. The study’s findings advocate for a paradigm shift towards data-driven governance models that can maneuver the challenges and harness the opportunities within the dynamic Moroccan territories.