Marketing Teams Face Organizational Discipline Test In AI Infrastructure Shift

By Shiv Gupta · MarTech · 2026-07-15

According to MarTech, the struggle to create AI-ready data is caused less by technical limitations and more by internal conflicts over budgets, authority, and risk tolerance. While companies have faced fragmented systems and poor data quality for decades, the implementation of ge

According to MarTech, the struggle to create AI-ready data is caused less by technical limitations and more by internal conflicts over budgets, authority, and risk tolerance. While companies have faced fragmented systems and poor data quality for decades, the implementation of ge