Yes, it is possible to bleed without ovulating. This is known as anovulation or abnormal uterine bleeding (AUB).
In general, anovulation is caused by a hormone imbalance, but conditions like Polycystic Ovary Syndrome (PCOS), obesity and certain medications can also be the cause. Anovulation is a factor in 25% of infertility cases.