Agentic AI presents two automation strategies: agentic workflows, which integrate AI into predefined processes for predictable outcomes, and AI agents, which autonomously navigate tasks toward a goal. Agentic workflows enhance existing systems by incorporating AI-powered steps while maintaining overall predictability, suitable for scenarios requiring deterministic outcomes and human oversight. In contrast, AI agents operate independently, handling unstructured input and executing tasks without fixed patterns, excelling in tasks requiring creativity and flexibility. The choice between the two depends on the desired balance between predictability and autonomy, with agentic workflows offering control and security and AI agents providing innovative problem-solving capabilities. Couchbase is highlighted as a supportive platform for scalable agentic AI applications, offering features like real-time analytics and vector search to facilitate the deployment of AI agents.