The document differentiates between Power BI dashboards and reports, highlighting that dashboards provide a one-page summary of key performance indicators for decision-making, while reports offer detailed analysis based on specific business data. Dashboards are designed for quick insights, whereas reports allow for comprehensive data exploration and can be modified based on user permissions. Both tools are essential for different aspects of business analysis but serve distinct purposes within an organization.