Before publishing agent-generated dashboards, I first conduct a comprehensive review focusing on data accuracy and integrity, cross-referencing against source systems to ensure all metrics are correctly represented. Next, I evaluate the visual clarity and user experience, checking that charts are appropriate, labels are legible, and the overall layout is intuitive for easy interpretation of insights. A critical step involves verifying the alignment with intended KPIs and business objectives, ensuring the dashboard effectively measures what it's supposed to. I also perform checks for performance and responsiveness to guarantee a smooth user interaction. Finally, I confirm security protocols and data access permissions are correctly applied, making sure only authorized users can view sensitive information, before granting final approval. More details: https://nguyenson137.vn/Web/ChangeLanguage?culture=en&returnUrl=https%3A%2F%2Finfoguide.com.ua