Agentic systems are driving organizations to expand AI use cases rapidly. This shift forces IT leaders to prioritize modular architecture to avoid wasting capital on short-lived tools. They must decouple data layers from specific models to maintain flexibility. This approach prevents vendor lock-in as LLM capabilities evolve every few months.