Introduction: In today’s healthcare environment, predicting and preventing claim denials is essential for maintaining financial health. Healthcare organizations are under pressure to improve revenue cycles while handling growing administrative workloads. By focusing on predicting denials, healthcare providers can avoid unnecessary delays in paym