The era of simple AI demonstrations has concluded. As we approach 2026, the focus has shifted entirely to providing tangible proof. Board members are now asking a solitary, critical question regarding the actual location of financial savings. Unfortunately, many teams fail to notice a concealed expense that is actively suppressing their ROI. We have provided a comprehensive analysis of this issue in our most recent article found at https://www.civic.com/resources/ai-in-2026