The Illusion of Efficiency: Why AI Needs a Data Reality Check

Applying AI to inconsistent and messy enterprise data leads to 'confident nonsense' rather than actionable insights. Success in the AI era depends on reconciling fragmented definitions across systems like Stripe and HubSpot before trusting automated numbers.