Agentic systems now drive organizations to expand their AI use cases. This rapid evolution forces IT leaders to prioritize foundational architecture to avoid wasting capital on short-lived tools. Stability requires a modular approach to infrastructure. Practitioners must decouple the application layer from specific models to maintain flexibility as new capabilities emerge every few months.