Core Benefits:

• Democratized Data Access: Anyone can query financial data without technical skills
• Superior Accuracy: PostgreSQL provides precise calculations unlike vector-based approaches
• Time Efficiency: Reduce analysis time from days to seconds
• Cost-Effective: Fully open-source solution with no proprietary software costs
• Scalable Architecture: Handles growing datasets without performance degradation

For financial teams, this means the ability to respond to business questions immediately rather than joining the IT queue.