Surgical quality improvement (QI) plays a critical role in optimizing patient outcomes and reducing healthcare costs. QI programs focusing specifically on thyroid cancer surgical care are lacking. This study aimed to (a) select and introduce surgical quality indicators for thyroid cancer and (b) identify areas for QI at the state-level. A multidisciplinary team of thyroid cancer and QI experts selected 10 thyroid cancer-specific quality indicators and assessed the quality of thyroid cancer surgical care compared to current national guidelines. Analysis of the first year (January-December 2023) of data collection was performed using descriptive statistics. The thyroid cancer quality indicators included preoperative cytology, postoperative pathology, staging, cancer size, margin status, extrathyroidal extension, lymph nodes, postoperative complications within 30days, documented follow-up treatment, and documented surveillance plans. 112 surgeons performed 360 thyroidectomies for thyroid cancer at 51 hospitals. Preoperative cytology was not performed in 34.3% (n=103) of cases with thyroid cancer on final pathology. When the extent of surgery was evaluated by papillary cancer size, 50.0% (n=38) of patients with <1cm cancers underwent total thyroidectomy, and 13.8% (n=4) with >4cm underwent thyroid lobectomy. Positive margins were found in 16.2% (n=53). Postoperatively, 19.2% (n=69) of patients lacked documented follow-up, and 18.6% (n=67) lacked thyroid cancer surveillance plans. Establishing a dedicated QI program for thyroid cancer provides a previously unharnessed opportunity to enhance the quality of thyroid cancer surgical care. Statewide surgical quality collaboratives offer a model for establishing thyroid cancer QI initiatives across diverse healthcare settings in other states and countries.