We aim to clarify the precise function of Transformed growth factor-beta 1 activated kinase-1 (TAK1) in cancer-associated fibroblasts (CAFs) within human pancreatic ductal adenocarcinoma (PDAC) by investigating its role in cytokine-mediated signaling pathways. The expression of TAK1 in pancreatic cancer was confirmed by TCGA data and human pancreatic cancer specimens. CAFs from freshly resected PDAC specimens were cultured and used in a three-dimensional model for direct and indirect co-culture with PDAC tumors to investigate TAK1 function. Additionally, organoids from KPC (LSL-K-RasLSLG12D/+; LSL-p53R172H/+; Pdx1-Cre) mice were mixed with CAFs and injected subcutaneously into C57BL/6 mice to explore in vivo functional interactions of TAK1. TCGA data revealed significant upregulation of TAK1 in PDAC, associating with a positive correlation with the T-cell exhaustion signature. Knockdown of TAK1 in CAFs decreased the iCAF signature and increased the myCAF signature both in vitro and in vivo. The absence of TAK1 hindered CAF proliferation, blocked several inflammatory factors via multiple pathways associated with immunosuppression, and hindered EMT, outgrowth in vitro in spheroid co-cultures with PDAC cells. Additionally, TAK1 inhibitor restrained tumor growth, increased CD4+ and CD8+ T cell abundance, and reduced immunosuppressive cells present in vivo. Blocking the TAK1+CAF phenotype leads to the conversion of protumorigenic CAFs to antitumorigenic CAFs. This highlights TAK1 as a potential therapeutic target, particularly in CAFs, and represents a novel avenue for combined immunotherapy in PDAC.