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    Topic cluster

    AI Agents

    Understanding what agents are, where they work, and how to deploy them safely.

    What does ai agents cover?

    Autonomous and semi-autonomous software that plans, uses tools and completes multi-step work on behalf of a business.

    Sub-topics

    • Chatbots & Conversational AI

      Conversational interfaces on websites, messaging apps and internal tools — from FAQ bots to retrieval-grounded assistants.

    • Customer Service Automation

      Applying AI to support queues, ticket triage, deflection and post-contact workflows without degrading service quality.

    Definitions in this cluster

    • AI agent

      An AI agent is software that receives a goal, plans the steps needed to reach it, executes those steps using external tools or APIs, and reports the outcome. What separates an agent from a chatbot is tool use and multi-step execution, not conversation.

    • Agentic workflow

      An agentic workflow is a business process in which one or more AI agents handle the decision points and system actions, with humans supervising exceptions rather than performing each step.

    Guides & analysis