Utilize a light theme with a mono-rose palette for clarity and engagement. Ensure the primary color (#881337) is used for headers, while secondary colors (#F43F5E) highlight key metrics. Maintain a contrast ratio of at least 4.5:1 for accessibility.

Implement a 12-column grid system for a 16:9 aspect ratio, placing KPIs at the top for immediate visibility and charts in the middle for analytical depth. Maintain 16-24px padding and 16-20px gaps between cards for a clean layout.

Use a consistent font family such as Inter. Set the dashboard title to 24-28px bold, section headers to 18-20px semibold, card titles to 14-16px medium, and body text to 12-14px regular for clarity.

Optimize chart types for data semantics: use a waterfall chart for budget vs actual comparisons, a multi-line chart for trend analysis, and a gauge for performance targets. Limit colors in charts to 5-7 for clarity.

Establish a clear visual hierarchy by emphasizing the largest metrics with bold font sizes. Utilize whitespace effectively to separate sections and apply conditional formatting to highlight anomalies.

Incorporate hover states for interactive elements to enhance user engagement. Use loading skeletons during data refresh and provide visual feedback on filter selections to improve user experience.