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Communication2 min read

What Is a Chatbot? Chatbots vs AI Agents Explained

What chatbots are, the key terms behind them, what they do well, where they fall short, and how AI Agents differ: they resolve issues and hand over to your team.

What Is a Chatbot? Chatbots vs AI Agents Explained
Guide

What is a Chatbot?

A chatbot is a computer program that simulates a conversation with a person. It runs on websites, apps and messaging platforms such as Facebook Messenger and WhatsApp. It reads a customer's question and replies with a matching answer, usually from a fixed script.

Key Chatbot Terminology

  • API (Application Programming Interface): A way for two separate applications to exchange data. For example, the WhatsApp Business API lets software providers connect their chat tools to WhatsApp.
  • Artificial Intelligence (AI): In chatbots, AI adds context to rule-based systems so replies fit the conversation better.
  • Conversational AI: A set of AI technologies, including natural language processing and machine learning, that lets software hold human-like conversations.
  • Natural Language Processing (NLP) & Understanding (NLU): NLP helps software read text as people write it. NLU focuses on the meaning and context behind those words.
  • Machine Learning (ML): ML lets software recognise patterns in language and improve its answers over time.
  • Digital Channel or Conversational Channel: The place where a conversation happens, such as a website, an app or a messaging platform.
  • Self-Service: Letting customers complete simple tasks, such as checking an order, without waiting for an agent.

What Chatbots Do Well

Chatbots bring some clear benefits to customer service:

AI Agents, not chatbots
Resolve issues instead of only answering questions
Conversational AI
NLP and ML that understand intent in plain language
Data insights
Every conversation shows what customers need
Handover to your team
Conversations that need a person go to an agent
  • Instant replies: They answer common questions at any hour, so customers do not wait in a queue.
  • Lower cost per question: They take simple, repeated questions off the team's plate.
  • Scale: They handle many conversations at the same time with the same answers.
  • Data: They record what customers ask, which helps a business improve its products and service.

Where Chatbots Fall Short

Most chatbots follow scripted flows. When a question falls outside the script, the customer hits a dead end. They can answer a question, but they cannot change an order or issue a refund. And when a conversation needs a person, many chatbots have no clean way to hand it over.

Chatbots vs AI Agents

Chatbots answer questions. AI Agents resolve issues, and hand over to your team when a person is needed.

AspectChatbotsAI Agents
GoalAnswer questionsResolve issues
How they understand customersScripted flows and button menusUnderstand intent in the customer's own words
ActionsNo actions in your systemsAct in your systems, such as order changes or refunds
When they get stuckDead endsHandover to a person, with the full history

AI Agents answer FAQs, track orders, recommend products and capture leads. Routine questions are resolved end to end, and conversations that need a person go to your team. See how AI Agents for customer service work.

The Future of Chatbots

AI and machine learning keep improving, and customers now expect answers that fit their situation. Businesses are moving from scripted chatbots to AI Agents that can act on a request and know when to bring in a person.

Investing in AI Agents, such as Tactful AI's, can help a business engage customers effectively, simplify operations and drive growth.

Teams using Tactful see 40–80% automation and +40% CSAT improvement.

See the platform behind these results. 30-minute personalised walkthrough, no slides.

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