AI chatbot

An AI chatbot is a program that holds a text conversation with a person. For customer support, the useful kind is an AI agent grounded in your knowledge base that can take actions, not a scripted decision tree.

An AI chatbot is a program that holds a text conversation with a person. The term covers two very different things: rule-based chatbots, which walk users through pre-written buttons and decision trees, and AI agents, which use a large language model to understand free-form requests, retrieve the right information and take actions. When people search for an "AI chatbot" for customer support today, they usually mean the second kind.

Rule-based chatbot vs AI agent

Rule-based chatbotAI agent
UnderstandsKeywords and button clicksNatural language, including unusual phrasing
Answers fromPre-written repliesYour knowledge base, retrieved per question
Can doTrigger a fixed flowLook up orders, book meetings, update records
Breaks whenA question is off-scriptThe knowledge base has a gap (then it should escalate)

AI agents vs rule-based chatbots covers how to tell which one a vendor is selling.

What makes an AI chatbot useful for support

  • Grounding. It should answer from your content using RAG, and say so when it does not know.
  • Actions. It should be able to check the systems a question depends on, rather than describe where to look.
  • Escalation. It should recognise when to stop and hand the thread to a person. See escalation.
  • Channels. It should run on the website and on the messaging apps customers already use.

Where AI chatbots fall short

Without a maintained knowledge base an AI chatbot guesses, and a guess in customer support is worse than "let me get a person". Vendors differ most in how they ground answers, which actions they ship and how escalation works, not in the underlying model.

In SolveoAI

A SolveoAI agent is an AI chatbot in this second sense: it is grounded on your knowledge base, it has built-in actions (lead collection, human escalation, web search, custom HTTP actions and integration actions) and it deploys on 13 channels from the website widget to WhatsApp and Shopify. The Free plan runs Claude Haiku 5.5; from Starter you can choose among 4 AI providers.

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