How should a business actually use ChatGPT?
Most businesses did not adopt ChatGPT. It arrived, one person at a time, and nobody was asked. That is a different starting point from the one the guides assume.
The short answer
Start with the accounts, not the prompts. In most businesses ChatGPT came in through individuals on personal logins, which means the work sits in accounts the business does not control and walks out the door with whoever built it. Move it onto a business workspace, agree what client information is allowed near it, and only then set up the two or three jobs it does repeatedly.
That order matters. Teaching people prompt technique on top of an unmanaged setup makes the problem larger and harder to see.
It arrived rather than being chosen
This is the part that makes ChatGPT different from an assistant that came bundled with your email. Nobody signed a licence or ran a rollout. Someone tried it at home, found it useful, started using it at work, and told a colleague. By the time a business owner thinks about it there is already a shadow system running.
Which is not a failure. It is the most honest signal you will get about where the work actually hurts, because people only bother when something is genuinely tedious. The mistake is leaving it there.
What to fix, in order
The first and cheapest fix. Work built in a personal account is invisible to the business and leaves when the person does, taking their instructions and saved setups with them. A business workspace also gives you a say in how content is handled, which a personal login does not.
The consumer plans, free and paid alike, treat what you type differently from the business tiers. Most businesses have never checked which one is actually in use, and the answer is usually mixed across the team.
One line, written down: what client information can go in and what cannot. Without it people either paste everything or nothing, and both cost you.
A Project holds instructions and reference material so it starts from your business rather than from nothing. It is the most useful thing most teams are not using, and the real answer to "it does not know anything about us".
What it is genuinely good at, and where it stops
Thinking a problem through, drafting something that does not exist yet, restructuring an argument, research where you can check the sources. Work that starts from nothing rather than from your files.
Where it differs is reach. Out of the box it works from what someone types or uploads. The business tiers can be connected to SharePoint, OneDrive, Google Drive and the rest, which closes most of that gap, but the connecting and the maintaining are a job somebody owns. An assistant living inside your Microsoft 365 or Google Workspace tenant arrives with that already done. If most of the work you care about runs on documents you already hold, that gap decides more than any difference in capability. That comparison is set out in .
Generation was never the hard part
A small education business I worked with uses ChatGPT to draft worksheets. Producing any single sheet was never the problem. Planning what goes out across a year was, and so was checking it, because a wrong answer key does not read as a typo to the person who finds it.
That is the shape of most useful ChatGPT work in a business. The drafting is the easy, visible part. The value sits in deciding what to draft, in what order, and in who reads it before it goes anywhere.
How an engagement runs is in the Korbai Method, and if the question is your team rather than the tool, that is ChatGPT training.
Turn a shadow system into a working one
Accounts and plans
Who is signed into what, on whose login, and what that means for your content. Usually the first surprise.
The one-page rules
What client information is allowed near it, who owns the output, and what gets checked. Short enough that people read it.
Projects set up on your work
Your instructions and reference material loaded in, so the assistant starts from your business instead of from nothing every time.
Training on the real jobs
On your own work, not a feature tour. People leave with the two or three things they do constantly already set up.
Questions we get asked
How should a business use ChatGPT properly?
Start with the accounts. In most businesses ChatGPT arrived through individuals on personal logins rather than through a decision, which means the work sits in accounts the business does not control. Move to a business workspace, agree what client information is allowed near it, then set up the handful of jobs it does repeatedly.
Is it a problem if staff use their own ChatGPT accounts?
Yes, in two ways that are easy to miss. The business has no visibility or control over the account, and everything the person built inside it leaves when they do. The tier also matters: the consumer plans, free and paid alike, handle what you type differently from a business plan.
Does ChatGPT train on what we type into it?
The consumer plans, free and paid, train on your conversations unless someone turns it off in Settings under Data Controls. ChatGPT Business, Enterprise and Edu do not, by default. Most businesses have never checked which of those their staff are actually signed into, and the answer is usually mixed.
What is a ChatGPT Project and should we use one?
A Project holds instructions and reference material so the assistant starts from your context instead of from nothing every time. It is the fix most teams have not made, and the practical answer to the complaint that ChatGPT does not know anything about your business.
ChatGPT does not know anything about our business. Can that be fixed?
Partly, and it is worth understanding the limit. You can give it your context deliberately through Projects, saved instructions and uploaded material. What it does not do by default is reach into your files and email. The business tiers can be connected to SharePoint, OneDrive or Google Drive, which is setup someone has to own, where an assistant inside your Microsoft or Google tenant arrives with that already done. If most of your work depends on documents you already hold, that difference matters.
Should we pay for ChatGPT if we already have Microsoft 365 or Google Workspace?
Check what your existing plan already includes first, because it varies more than people expect. Microsoft sells Copilot bundled into some business plans and as a paid add-on to others. Google includes Gemini across the paid Workspace tiers, though Business Starter is basic access and does not reach your Docs and Drive. A second subscription earns its place when someone can name the job it does better.
Do you train teams on ChatGPT?
Yes, on the jobs your team actually repeats, using your own documents. The useful version is not a tour of the features, it is setting up the two or three jobs your team does constantly and agreeing what gets checked before anything leaves the business.
Microsoft, Copilot, ChatGPT, Claude and Gemini are trademarks of their respective owners. Korbai is independent and not affiliated with any of them.
Make the informal setup an actual one.
Book a discovery call and tell us how ChatGPT is being used in your business today. If your existing setup already covers it, that is what you will hear.