Despite the growing importance of Shariah compliance in Islamic finance, existing research on corporate governance through Shariah compliance remains fragmented across disciplines, jurisdictions, and methodological approaches, limiting theoretical integration and practical applicability. This study aims to systematically review and synthesise the literature on corporate governance through the lens of Shariah compliance by employing an AI-assisted systematic review approach. Using Scopus AI, the
