Agentic AI is rapidly reshaping how organizations automate workflows, enhance customer experiences, and drive operational efficiencies. Yet, despite its promise, a significant proportion of agentic AI projects struggle to reach production, often derailed by hidden costs, infrastructure complexity, and unreliable evaluation processes. In this comprehensive guide, we examine the underlying