Common challenges include integrating new technologies, managing resource allocation, and ensuring cross-departmental coordination. Overcoming these challenges involves adopting robust frameworks like ITIL or COBIT, utilizing comprehensive ITSM tools, and fostering a culture of continuous improvement and proactive change management.