2.5X
Better Business Outcomes
Data mature companies achieve 2.5X better business outcomes across revenues, profits, efficiency, and customer lifetime value.
— IDC Research, surveying 600+ product teams
80%
Time Wasted on Data Prep
Analysts spend 80% of their time discovering and preparing data instead of generating insights—a massive productivity drain that data maturity eliminates.
— Harvard Business Review, "What's Your Data Strategy?"
3X
Better Decision-Making
Highly data-driven organizations are three times more likely to report significant improvements in decision-making compared to those who rely on intuition.
— PwC Survey of 1,000+ Senior Executives