Agentic systems drive organizations to expand use cases rapidly. This volatility forces IT leaders to pivot toward modular architecture to avoid wasting capital on short-lived tools. By focusing on foundational elements, firms mitigate the risk of technical debt. Practitioners should prioritize flexible infrastructure over specific model lock-in to maintain long-term scalability.