The automotive industry faces increasing pressure to adapt to rapidly changing market
demands while maintaining efficiency and quality standards. Agile methodologies have
gained attention to enhance flexibility, responsiveness, and innovation in automotive
manufacturing and software development. This paper provides a comprehensive review
of recent research trends and gaps in the application of agile methodologies within
the automotive sector. We analyzed a dataset comprising articles from Scopus, Google
Scholar, and Crossref, identifying key themes, such as hybrid lean-agile manufacturing,
supply chain management, and automotive software development. Furthermore, we highlight
emerging trends and potential areas for future research, including resilience in the
automotive industry, integration of green practices, and cross-cultural perspectives.