Objective: This study aimed to enhance the efficiency of the referral system at the Sultan Qaboos Comprehensive Cancer Care and Research Centre (SQCCCRC) in Muscat, Oman by reducing the average time for new patients' acceptance and the delay between patient acceptance and their first appointment. Methods: A one-group pretest-posttest quasi-experimental project was conducted from Quarter 2 of 2022 to Quarter 2 of 2023. Data collected during the pretest and posttest phases were compared to evaluate the impact of interventions on the average days for patient acceptance and the time to first appointment after acceptance. The intervention involved developing a comprehensive referral system incorporating technology development, improved accessibility, orientation materials, internal training, policy formulation, criteria definition, and tailoring acceptance criteria to specialty programs. Awareness campaigns were also conducted to educate patients about the referral process and available transportation options. The project followed the FOCUS PDCA (Find, Organize, Clarify, Understand, Select, Plan, Do, Check, Act) approach for implementation. Result: Significant improvements were observed in the oncology referral process, with the average days for patient acceptance decreasing from 4.3 days to 1.3 days post-implementation. Statistical analysis confirmed the significance of this change (F-value = 46.25, p < .0001). Similarly, the average days to first visit appointment after acceptance decreased from 8.6 days to 4.0 days, with statistical support (F-value = 6.29, p < .0). Conclusion: This study represents a significant advancement in optimizing the oncology referral process. When considered in conjunction with previous research findings, it underscores the importance of ongoing efforts to enhance efficiency in patient referrals.