Token consumption metrics often distract leaders from actual business outcomes. Forbes warns that rewarding high volume over innovation creates a performance trap. Managers must shift focus toward customer impact and tangible ROI. This prevents technical vanity metrics from masking poor implementation. Prioritize outcome-based KPIs to ensure AI deployments deliver real value.