Current Pain Points:

• Financial analysts waste 15+ hours weekly extracting specific data from spreadsheets
• SQL expertise requirement creates IT dependencies for simple business queries
• Vector databases struggle with precise numerical calculations
• Ad-hoc business questions cause reporting delays of 2-3 days
• Data access becomes a technical bottleneck rather than a business enabler

This workflow eliminates these barriers by providing a natural language interface to your financial data, reducing analysis time by up to 95% while maintaining accuracy.