Triple-negative breast cancer (TNBC) poses a significant challenge in clinical oncology due to its aggressive nature and limited targeted therapeutic options. Neoadjuvant chemotherapy (NACT) has emerged as a promising strategy in the management of early-stage TNBC. This literature review aims to provide an in-depth analysis of the role of NACT in TNBC, focusing on its impact on early-stage disease and associated outcomes. The review synthesizes evidence from recent studies, clinical trials, and meta-analyses to present a comprehensive overview of the current landscape of NACT in early-stage TNBC.