As the global textile industry faces mounting pressure to decarbonize, the challenge lies in ensuring that the shift toward sustainability does not come at the cost of livelihoods. This article explores how innovative financing mechanisms, blending public, private, and multilateral investments, can help achieve a just transition for workers and manufacturers alike. Drawing from case studies across Bangladesh, West Africa, and other textile-producing regions, the piece highlights the role of inclusive, data-driven, and collaborative financial models in shaping a resilient and equitable textile future.