Morocco heavily relies on tax revenues; however, a persistent 6.7% GDP gap between potential and actual tax revenues (2013-2017) highlights the challenge of widespread tax fraud. With a growing taxpayer base and a limited number of tax inspectors, Morocco faces a structural deficit in tax control. In response, a comprehensive digital transformation of tax processes was initiated. This chapter delves into the profound impact of digitalization on tax control through lexicometric analysis on interviews conducted with tax inspectors, facilitated by the IRAMUTEQ software. The research findings reveal a substantial enhancement in the performance of tax control. Despite this positive shift, the study underscores potential impediments that require a coordinated effort from all stakeholders involved. Beyond offering practical insights for authorities, this research contributes valuable lessons for developing nations grappling with the multifaceted challenges of revenue collection in the digital age concerning the pivotal role of digitalization in modernizing tax control practices.