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Data + AI FoundationsDatabricks Blog·June 23, 2026·Databricks Staff

Guide to Agentic Systems and AI Agents

Summary

Agentic AI systems are autonomous software platforms that perceive, reason, execute multi-step tasks, and learn with minimal human intervention, unlike traditional generative models. These systems use LLMs as reasoning engines with external tools and memory to complete complex workflows, with enterprise adoption spanning customer service to financial risk.

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