Antibodies directed against donor-specific HLA loci (DSA) has been proved as a main culprit for graft rejection, more specifically in HLA mismatched and haplo-identical transplant settings. There is no standardized regimen to manage the presence of DSAs in allogeneic stem cell transplantations (allo-SCTs). Most widely regimen includes combination of rituximab (anti CD20 antibody), Immunoglobulin (IVIG), plasma exchange, and buffy coat infusion, which is costly and time-consuming. Daratumumab (anti CD38 monoclonal antibody) is an effective therapeutic agent to deplete plasma cells and hence, it has a potential to reduce DSA. It has been utilized widely in solid organ transplantation for this purpose. We used this agent in two haplo-identical transplant patients to eliminate or reduce DSA. We observed definite either reduction or elimination in DSA levels in these cases and we could perform haplo-identical transplantation without much delay and with successful primary engraftment in both scenarios. We emphasize that literature on real-world utilization of daratumumab in allo-SCTs is limited. However, it has been utilized widely in solid organ transplantation for this purpose. Our experience with daratumumab regarding effective reduction of DSA followed by successful engraftment might encourage its use in de-sensitization protocols without much delay in transplantation.