This Systematic Literature (SLR) identifies the studies conducted so far on developing natural dyes for textiles. Synthetic dyes are harmful to the environment as they are not naturally degradable. Using natural dyes in the textile industry is one of the solutions to reduce the environmental impact. Currently, natural dyes are primarily used in the textile and handicraft industry at the level of small and medium enterprises (SMEs), where the industry still carries out planting to extraction. If natural dyes are to be applied as textile dyes, especially batik, an industry that develops natural dyes is needed to maintain the continuity and availability of natural dyes. In this study, we conducted a systematic review to synthesize empirical knowledge relevant to the sustainability of the textile natural dye industry. The literature study used articles published between 2019-2023 in reputable journals. From the literature review results, we found that most of the studies covered the sources of natural dyes and their extraction processes, as well as the sustainability of natural dyes. The literature review found that studies on natural textile dyes still need to be developed, including how to develop natural dye agro-industry institutions to guarantee their continuity and availability.