Start with questions
Agree on the five to seven KPIs leadership actually uses, such as revenue growth, gross margin, operating expenses and cash runway.
Model the data
Use a star schema with a date table and fact tables for actuals and budget.
Design for clarity
Lead with headline numbers, show trends over time, and use consistent colors for actual vs. budget.
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