Why most enterprise AI programs fail — and how to turn them around

The article outlines primary structural barriers that prevent enterprise AI from scaling—fragmented data silos, absence of clear business ownership, and a culture of pilot-driven experimentation—arguing that unified data platforms, measurable business outcomes, and institutional readiness are required to move AI from pilots into production.