Breast cancer is the most common cancer in women, with triple-negative breast cancer (TNBC) accounting for approximately 20% of cases. TNBC lacks estrogen receptors (ER), progesterone receptors (PR), and epidermal growth factor receptor 2 (HER2) expression, which makes targeted therapies ineffective. The luminal androgen receptor (LAR) subtype of TNBC expresses androgen receptor (AR), highlighting the need for treatment strategies that target androgen signaling. Recently, the role of 11-oxygenated androgens, in addition to conventional androgens such as testosterone and dihydrotestosterone, in androgen-related diseases in women has gained increased attention. In this study, we investigated the involvement of 11-oxygenated androgens in LAR TNBC and explored the anti-androgenic effects of Kobochromone A (KC-A), a natural compound derived from Carex kobomugi. KC-A inhibits the androgen-synthesizing enzyme dehydrogenase/reductase short-chain dehydrogenase/reductase family member 11 (DHRS11) and suppresses AR expression. Using the AR-positive TNBC cell line MDA-MB-453, we demonstrated that 11-oxygenated androgens activate androgen signaling and promote cell proliferation. KC-A significantly inhibited androgen signaling by reducing nuclear AR localization and decreasing transmembrane protease, serine 2, and c-Myc expression. Furthermore, KC-A synergistically enhanced antiproliferative effects of the AKT inhibitor capivasertib (Cap), promoted apoptosis, and further suppressed AR expression. The primary therapeutic mechanisms of KC-A were identified as its dual actions: inhibition of DHRS11 and suppression of AR expression. These findings suggest that KC-A, either alone or in combination with AKT inhibitors, may offer a promising therapeutic strategy for LAR TNBC by targeting androgen signaling. Further studies are needed to confirm the efficacy and safety of KC-A in clinical applications.