The rise of AI agents is overwhelming legacy data warehouses with high query volumes, forcing organizations to move toward open data infrastructure to avoid massive cost spikes. By adopting flexible compute engines, companies can prevent the ’triple whammy’ of poor AI answers, high expenses, and lack of data context. Experts suggest that innovation over restriction is the key to managing the shift from human-scale to agent-scale analytics.