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Agentic AI systems, powered by Large Language Models (LLMs) and enhanced with memory, planning, and tool use, can break down complex tasks into smaller steps, reason through each step, and take real-time actions. Gartner predicts over 33% of enterprise applications will embed agentic capabilities by 2028. AWS services such as Amazon Bedrock AgentCore, AWS Lambda, and Amazon Elastic Container Service provide scalable compute foundations for agentic workloads.

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