The identification of trends in drilling fluid properties (DFP) across multiple wells can be a valuable tool for justifying future well plans. By conducting an in-depth analysis of DFP in problematic intervals, engineering teams can effectively maximize drilling performance and mitigate potential issues. This approach enables a proactive approach to optimizing drilling operations, ultimately leading to increased efficiency and reduced costs.