Many different factors can account for hemorrhagic complications in patients with malignancies. Potential etiologies include disease- or treatment-related impairment of bone marrow function, or trauma to highly friable and vascularized malignant tissues. Immune impairment may also occur in solid or hematologic malignancies, leading to spontaneous formation of inhibitory antibodies against coagulation factor VIII (FVIII). Because hemorrhage due to acquired FVIII inhibitors will not respond to conventional treatment algorithms for bleeding, failure to promptly recognize and diagnose this condition may result in undue morbidity and mortality. The persistence of FVIII autoantibodies in the patient with cancer may further complicate necessary invasive diagnostic or therapeutic procedures in the short term and lead to lethal bleeding in the long term. Oncologists must therefore maintain a high index of suspicion for this diagnosis as 1 of many potential causes of bleeding in patients with a malignancy.