Organizational learning is critical for delivering safe, high-quality surgical care, especially in low- and middle-income countries (LMICs) where perioperative outcomes remain poor. While current investments in LMICs prioritize physical infrastructure, equipment, and staffing, investments in organizational learning are equally important to support innovation, creativity, and continuous improvement of surgical quality. This study aims to assess the extent to which health facilities in Tanzania's Lake Zone perform as learning organizations from the perspectives of surgical providers. The insights gained from this study can motivate future quality improvement initiatives and investments to improve surgical outcomes. We conducted a cross-sectional analysis using data from an adapted survey to explore the key components of organizational learning, including a supportive learning environment, effective learning processes, and encouraging leadership. Our sample included surgical team members and leaders at 20 facilities (health centers, district hospitals, and regional hospitals). We calculated the average of the responses at individual facilities. Responses that were 5+ on a 7-point scale or 4+ on a 5-point scale were considered positive. We examined the variation in responses by facility characteristics using a one-way ANOVA or Student's t-test. We used univariate and multiple regression to assess relationships between facility characteristics and perceptions of organizational learning. Ninety-eight surgical providers and leaders participated in the survey. The mean facility positive response rate was 95.1% (SD 6.1%). Time for reflection was the least favorable domain with a score of 62.5% (SD 35.8%). There was variation by facility characteristics including differences in time for reflection when comparing by level of care (P = .02) and location (P = .01), and differences in trying new approaches (P = .008), capacity building (P = .008), and information transfer (P = .01) when comparing public versus faith-based facilities. In multivariable analysis, suburban centers had less time for reflection than urban facilities (adjusted difference = -0.48; 95% CI: -0.95, -0.01; P = .046). Surgical team members reported more positive responses compared to surgical team leaders. We found a high overall positive response rate in characterizing organizational learning in surgery in 20 health facilities in Tanzania's Lake Zone. Our findings identify areas for improvement and provide a baseline for assessing the effectiveness of change initiatives. Future research should focus on validating the adapted survey and exploring the impact of strong learning environments on surgical outcomes in LMICs. Organizational learning is crucial in surgery and further research, funding, and policy work should be dedicated to improving learning cultures in health facilities.