The Real Cause of AI Hallucinations Isn’t What Most Agencies Think

As agencies scale AI initiatives, that distinction is becoming a crucial but often misunderstood factor in successful modernization. The real modernization challenge is creating an AI Data Layer that can provide Active Context: live, governed, and semantically trusted data from across the enterprise.