<h3>Study Objective</h3> To evaluate the feasibility of applying the AAGL 2021 Endometriosis Classification system to pre-operative MRI findings in order to predict surgical complexity. <h3>Design</h3> A retrospective chart review of patients who had a pelvic MRI performed for the indication of pelvic pain and underwent surgery for presumed endometriosis. <h3>Setting</h3> N/A. <h3>Patients or Participants</h3> 190 charts were reviewed of patients referred for an MRI for pelvic pain. Of those patients, 47 had both an MRI and subsequently underwent pelvic surgery. <h3>Interventions</h3> N/A. <h3>Measurements and Main Results</h3> Of the 190 charts reviewed, 48 patients had both an MRI and underwent pelvic surgery. Using the AAGL Endometriosis Classification system, patients were assigned a score for their MRI and operative findings. When measurements were not specified in the MRI report, they were reviewed on the images or assigned based on terminology of "mild" and "severe." Scores for operative findings were based on explicit use of the scoring system (14.89%) or deduced from the operative and pathology reports. Scores differed significantly for overall AAGL score (t(46) = 3.964, p = 0.00026) with a mean difference between operative and MRI scores of 6.55 (mean operative score of 16.3, SD = 12.54; mean MRI score 9.74, SD = 8.42). Scores differed significantly for stage of endometriosis (t(46) = 4.15, p = 0.0001) with a mean difference between operative and MRI scores of 0.809 (mean operative score of 2.4, SD = 1.48; mean MRI score 1.57, SD = 1.28). <h3>Conclusion</h3> Use of the AAGL Classification system has been implemented to better assess surgical complexity of endometriosis cases. Assigned scores for MRI results, however, differ significantly from operative findings suggesting that there are limitations to the adoptability of this system to imaging findings. Future consistent use of the scoring system in operative reports may improve consistency and more detailed imaging reports may improve accuracy of assigning scores to pre-operative imaging.