Project-based organizations face operational risks related to project management. Simply managing risks in each project is not enough for overall risk management. A study identified four key categories of operational risk in project portfolios: project portfolio management level, environmental conditions, project interactions, and internal processes. This approach focuses on managing risks at the project portfolio level, rather than individual projects. This research provides valuable insights for improving project portfolio management processes.