Objective There is significant debate between up-front radical trachelectomy versus neo-adjuvant chemotherapy before fertility-sparing surgery in patients with tumors ≥2 cm. The aim of this study was to report on the oncological and obstetrical outcome of neo-adjuvant chemotherapy followed by fertility-sparing surgery, in patients diagnosed with cervical cancer ≥2 cm. Methods This was a retrospective review of patients diagnosed with cervical cancer measuring ≥2 cm to ≤6 cm, who were scheduled to undergo neo-adjuvant chemotherapy before fertility-sparing surgery, at six institutions from four Latin American countries between February 2009 and February 2019. Data collected included: age, International Federation of Gynecology and Obstetrics (FIGO) 2009 stage, histology, tumor size, pre-treatment imaging work-up, chemotherapy agents and number of cycles, toxicity, clinical and imaging response rate, type of fertility-sparing surgery, pathology results, timing of lymphadenectomy, follow-up time, and obstetrical and oncological outcomes. Results A total of 25 patients were included, with a median age of 27 years (range 20-37): 17 patients had stage IB1, 7 had stage IB2 cervical cancer, and 1 patient had stage IIA1 (FIGO 2009); 23 patients had squamous cell carcinoma and 2 patients had adenocarcinoma. The median number of chemotherapy cycles was 3 (range 3-6) and no toxicity grade 3-4 was reported. Lymphadenectomy was performed before chemotherapy in 6 (24%) patients. After neo-adjuvant chemotherapy 20 patients were scheduled for radical trachelectomy (11 abdominal and 9 laparoscopic) and 5 patients for conization. After surgery, no residual disease was found in 11 patients (44%). Fertility was preserved in 23 patients (92%) and 10 patients became pregnant (43.5%). After a median follow-up time of 47 months (13-133), 3 patients had recurrent disease (3/23=13%), 2 were alive without disease, and 1 patient had disease at last contact. Conclusion Neo-adjuvant chemotherapy followed by fertility-sparing surgery is feasible in well selected patients with cervical tumors ≥2 cm. Future studies should focus on the timing of lymphadenectomy and type of cervical surgery.