Bone marrow failure is a condition where the bone marrow, the spongy tissue inside bones, fails to produce sufficient blood cells. This can lead to severe health problems including anemia, infection, and bleeding disorders. The bone marrow is responsible for producing red blood cells, white blood cells, and platelets, which are crucial for carrying oxygen, fighting infections, and clotting blood, respectively.