Why would my team use an AI agent workspace instead of just using ChatGPT or Claude?

How it works

In a workspace, an agent has a job, tools and rules that stay the same every time. Its work shows up in an app, not in one person’s chat history. Several agents work as a team, hand work to each other and keep one number in view. People join in to approve, comment and set rules in the same place.

What a person keeps

Your assistant stays useful for your own work. The workspace is for work the company owns: the leads, the invoices, the tickets, the claims. Every step is recorded, and a person approves what matters.

What to watch for

If the only record of an agent’s work is a thread, nobody else can check it, and the agent forgets the rules you gave it last week. Look for apps, steps and rules that persist.

An example

In Lua, the Commercial team’s Pipeline desk shows 24 accounts, who is working on each, and the three drafts waiting for Dana. Sam, Dana’s account executive, opens the same app and sees the same steps.

Example data is invented unless a customer is named.