AI Support & Agents

AI Copilot

Definition

An AI copilot is an assistant that works alongside a human — suggesting replies, summarizing context, and surfacing information — while the person stays in control and makes the final decision, rather than acting autonomously.

Also known as: agent assistAI assistantcopilot

How it works

A copilot sits inside the human's workflow. In support, it reads the ticket and drafts a suggested response, summarizes a long thread, pulls the relevant help article, or recommends a next action — but a human reviews and approves before anything is sent.

This is the human-in-the-loop model: the AI does the heavy lifting of drafting and research, and the agent edits and confirms.

Why it matters for support

Copilots raise agent productivity without handing full control to automation, making them a common first step. The distinction from an autonomous AI agent is who's in the driver's seat: a copilot assists a human; an AI agent completes the task itself.

Frequently asked

What is the difference between an AI copilot and an AI agent?

A copilot assists a human who stays in control and approves the output; an AI agent acts autonomously to complete a task. Copilots are human-in-the-loop; agents can run end to end.

What does an AI copilot do in customer support?

It drafts replies, summarizes tickets, suggests knowledge-base articles, and recommends next actions for a human agent to review and send.

Related terms

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..

AI Summarization

AI summarization is the use of a language model to condense long text — a ticket thread, chat transcript, or knowledge article — into a shorter, accurate summary that captures the key points and context..

Conversational AI

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..

Human Handoff

Human handoff is Macha's principle of keeping a person in the loop on anything customer-facing — most concretely through confirmation gates that pause an agent before any write action in interactive chat, and escalation patterns that route hard cases to your team..

Agentic AI

Agentic AI is AI that doesn't just answer questions but takes actions — it plans multi-step tasks, calls tools and APIs, and works toward a goal end to end with little or no human intervention..

Put these ideas to work

Macha is an AI agent layer that sits on top of the help desk you already run — Zendesk, Freshdesk, Front, Intercom, or Gorgias.

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