AI-generated synthetic data provides a powerful solution by creating "fake" datasets that mirror the statistical properties, correlations, and edge cases of your actual data.

Data cleaning is often the most time-consuming phase of any analysis project. While Excel offers built-in tools like Power Query, complex issues—such as inconsistent naming, "fuzzy" duplicates, and messy formatting—frequently require manual intervention.

Creating a dashboard in the age of AI requires a shift from static design to dynamic, "question-first" architecture. A well-built AI-driven template doesn't just display historical data; it facilitates a conversation between the user and the information.