The findings indicate that digital strategy is the strongest driver of digital transformation, while leadership and intellectual capital significantly enhance organizational agility, However, organizational agility demonstrates a negative effect on digital transformation, suggesting that increased operational flexibility may encourage informal practices that weaken the adoption and integration of formal digital systems.