AI Support & Agents

Conversational AI

Definition

Conversational AI is technology that lets people interact with software through natural back-and-forth dialogue — understanding intent, maintaining context across turns, and responding in natural language via chat or voice.

Also known as: conversational agentsconversational interfaces

How it works

Conversational AI combines natural language understanding, dialogue management, and response generation. It interprets each message, tracks the context of the conversation so far, and produces a relevant reply — across text chat, messaging apps, or voice.

Modern conversational AI is powered by large language models, which handle open-ended phrasing and multi-turn context far better than the intent-and-slot chatbots that preceded them.

Why it matters for support

Conversational AI is how customers self-serve in their own words instead of navigating menus. When it's paired with actions and tools, it becomes an AI agent that can hold a natural conversation and resolve the underlying request.

Frequently asked

Is conversational AI the same as a chatbot?

A chatbot is one implementation of conversational AI. Conversational AI is the broader capability — including voice assistants and AI agents — and modern versions handle far more natural, multi-turn dialogue than basic scripted chatbots.

Does conversational AI work over voice?

Yes. Conversational AI powers both text (chat, messaging) and voice interfaces, using speech-to-text and text-to-speech on top of the language understanding layer.

Related terms

Chatbot

A chatbot is a software program that simulates conversation with users through text, ranging from simple rule-based scripts that follow decision trees to AI-powered bots that understand natural language..

AI Agent

An AI agent is a software system that uses a language model to understand a request, decide what to do, and take actions — calling tools, retrieving data, and completing tasks — rather than just returning a single scripted answer..

Natural Language Processing (NLP)

Natural language processing (NLP) is the field of AI focused on enabling computers to understand, interpret, and generate human language — the foundation for tasks like intent recognition, sentiment analysis, and text classification..

Virtual Agent

A virtual agent is an AI-powered system that interacts with customers on its own to answer questions and resolve requests, functioning as an automated stand-in for a human support agent..

Intent Recognition

Intent recognition is the process of identifying what a customer is trying to accomplish from their message — such as "track an order," "request a refund," or "cancel a subscription" — so the system can route or resolve it correctly..

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