I use the Aiwyn database and structure to map processes and transform billing data and hours worked into real efficiency indicators (KPIs). What I like most about Aiwyn is the centralization and accuracy of the data, eliminating the mess of receiving information from different sources like emails and time reports. The platform centralizes and organizes everything cleanly for analysis, which eliminates 'rework' and data cleaning. Since everything is unified, I don't need to waste time hunting for information in various systems or cleaning messy spreadsheets, as the data is born organized and ready for use. Additionally, I connect the consolidated data from Aiwyn to analysis tools and dashboards like Excel and Power BI to create advanced reports and monitor financial indicators.