IT leaders are shifting focus toward foundational architecture to support the transition to agentic systems. Rapid capability growth creates investment risk for enterprise infrastructure. This approach prioritizes modularity over specific tool lock-in. Practitioners must build flexible frameworks to avoid technical debt as AI models evolve every few months.