The document outlines eight essential features for creating a custom data dashboard, emphasizing the need for flexibility to meet various business intelligence requirements. Key features include customizable interfaces, interactive data visualization, real-time updates, cross-device compatibility, custom alerts, and user accessibility management to ensure data security. Additionally, it highlights the importance of reporting and data exporting when handling sensitive information across teams.