The average mid-size company today manages data from 17 or more different tools and platforms — CRM, ERP, marketing analytics, logistics systems, customer support, social media, and more. Each produces its own metrics. Each has its own definition of a "customer," a "conversion," or a "lead."

The result? Strategic paralysis. Leadership teams spend more time arguing over which number is correct than using any number to drive decisions.

This is data chaos — and it's far more widespread than most organizations admit.