Global IT spending on generative artificial intelligence reached record highs this quarter, yet enterprise deployment rates remain constrained. Corporate technology officers report significant friction when integrating large language models into existing legacy enterprise resource planning systems.
Data Governance Concerns
A primary obstacle remains strict regulatory compliance regarding data privacy. Enterprises in Europe and North America are delaying full-scale deployment until vendor data retention policies align with regional mandates.
Infrastructure Costs
Beyond compliance, compute overhead continues to squeeze margins. Organizations are increasingly shifting toward smaller, domain-specific models to mitigate ongoing operational expenses.