The short answer
Identifiable client data belongs in ChatGPT only on a business plan with a signed data processing addendum. On a personal account, free or paid, OpenAI's privacy policy governs the content and, for a UK user, names a United States company as controller. On ChatGPT Business or Enterprise, OpenAI processes content on the firm's behalf and does not train on it by default.
Key takeaways
- On a personal ChatGPT account, free or paid, OpenAI's own privacy policy governs what staff paste in, and OpenAI is the controller of it.
- On OpenAI's business plans the content is processed on the firm's behalf and is not used for training by default.
- Switching off training on a personal account stops training on new chats. It does not change the controller, and rating a reply can send the whole conversation back for training.
- Taking a client's name out rarely makes a file anonymous. Treat edited client work as client data and keep it on business terms.
- The plan changes the contract, not the duty. Professional confidentiality rules and the firm's own privacy notice apply on every plan.
OpenAI's Europe privacy policy, last updated on 24 August 2026, names two different companies as the controller of what people type into ChatGPT. Users in the European Economic Area or Switzerland get OpenAI Ireland Limited. Users anywhere else, which on the policy's own wording includes a user in the UK, get OpenAI OpCo, LLC in San Francisco. That sentence sits in section 12 of a page most partners will never open, and it answers more of the safety question than anything on the product page.
The question a managing partner is really asking is not whether the software is secure. It is who decides what happens to a client's file once somebody in the practice has pasted it in. On one kind of account that is OpenAI, under its own policy. On another it is the firm, under a contract. Both look almost identical on screen, which is why a partner often cannot tell which one their people are using.
The plan decides who controls what you paste
OpenAI's privacy policy states that it does not apply to content processed on behalf of customers of its business offerings. Those customers are governed by their own agreements instead. “On behalf of” is not casual wording. The Information Commissioner's Office defines a processor as a body that processes personal data on behalf of the controller, and a controller as the body that determines the purposes and means.
OpenAI's enterprise privacy page confirms which side of that line each account sits on. It will execute a data processing addendum for its business plans and its API, and it does not train on that data by default. A personal account has no addendum to sign. The privacy policy applies instead, and it says content may be used to train the models that power ChatGPT.
Paying for a personal subscription does not move an account across. A Plus account expensed by somebody at a UK practice is still, in OpenAI's own terms, a service for individuals.
What a firm can paste in, and where
Removing a client's name does not make a file anonymous. A turnover figure and a postcode can identify a client of a local practice as surely as a name does, so edited client work sits in the same band as the original.
Green
Material that was never confidential
Any plan
Published guidance or your own website copy. Nothing leaves the firm that was not already outside it.
Amber
Client work with the names taken out
Business plan, addendum signed
It is still likely to identify somebody. Keep it where OpenAI processes it on your behalf and does not train on it by default.
Red
Anything that identifies a client, on a personal account
Never, free or paid
OpenAI is the controller under its own policy, and your privacy notice almost certainly does not name it as a recipient.
Red
Information a rule or engagement letter restricts
Not on any plan without clearance
A business contract decides who controls the data. It does not release a duty of confidentiality the firm already owes.
Switching off training is not a business contract
On a personal account, turning off “Improve the model for everyone” stops OpenAI training on new conversations, and that is all it does. The controller does not change, and the privacy policy still governs the content. OpenAI's help centre adds a detail most people who have opted out do not know: if they rate a response with a thumbs up or down, the entire conversation associated with that feedback may be used to train its models.
Temporary Chat is narrower again. Those conversations stay out of history and out of training, which reduces exposure without creating a contract. A partner who hears “I turned training off” has been told something true that does not answer the question.
Before the next paste
Not sure which accounts your people are actually using?
Free to your firm. The agency pays us, and only if the relationship works, which is why we would rather tell you a workspace setting solves it than introduce somebody to build what you do not need.
Get a recommendationYour own rules already answer most of it
The ICAEW's generative AI guide tells members that confidentiality means not loading confidential information into public generative AI tools, even where it has become publicly available. The reason it gives is limited visibility over who the information is shared with and how long it is kept. Choosing a better plan improves both. It does not turn the question into one the software answers for you.
A recruitment agency has a statutory version of the same duty. Regulation 28 of the Conduct of Employment Agencies and Employment Businesses Regulations 2003 bars disclosing information about a work-seeker without prior consent, except for a short list of purposes led by providing work-finding services to that work-seeker. It belongs alongside the rules that decide what an agency should automate first, and it applies to a pasted CV as much as to a database.
Every firm then has one test it can run on itself in two minutes. Article 13(1)(e) of the UK GDPR requires the privacy information given to clients to name the recipients or categories of recipients of their personal data. Open the firm's own privacy notice. If no artificial intelligence provider appears in it, the people pasting client files are ahead of what the firm has told its clients.
The check to run before anyone pastes anything
Four questions settle where a firm stands, and none of them needs a supplier.
- Is this a personal account or a business workspace?
- Ask who pays for it and on whose card. A personal subscription expensed by staff is still a personal account.
- Has the firm signed OpenAI's data processing addendum?
- It is offered for business plans and the API through OpenAI's own form. If nobody remembers signing it, assume it is not signed.
- Is training switched off on every personal account in use?
- Settings, then Data Controls. It limits exposure while the business terms are arranged, and it does not replace them.
- Does the firm's privacy notice name the provider?
- Your own website. If it does not, fix the notice before widening use, whatever the plan.
A business workspace answers the contract question. Whether the paid tier is worth it is a separate sum, and it turns on whether the assistant needs to read the firm's own files at all.
When a firm should not hire anyone for this yet
Two conditions make outside help premature.
- The only use is drafting from public material. That sits in the green row on any plan, and paying a specialist to configure it buys nothing
- Nobody has written down which client data may go where. A supplier will build a workspace around a policy that does not exist, so write the brief before anyone quotes for it
Where the assistant genuinely needs to work on client files, the job changes shape. Connecting it to practice systems and setting retention is configuration work, and it is worth doing properly. Saying so costs us the introduction fee when the answer is a setting, because we are paid by the agency and only when a relationship works. What we assess before recommending anyone is set out for professional services firms across the country.
Frequently asked questions
What partners ask before anyone pastes a client file.
Does ChatGPT use what you type to train its models?
On a personal account it may, unless the user opts out. OpenAI's help centre says it may use content from its services for individuals to train its models. On its business plans and its API, OpenAI says it does not train on inputs or outputs by default.
Is ChatGPT Plus safe for client data?
Plus is a paid personal subscription, so the privacy policy that governs a free account governs it too. Paying for the account does not put it on business terms. Identifiable client data belongs on ChatGPT Business or Enterprise, with a data processing addendum signed.
Does Temporary Chat make it safe to paste client data?
It narrows the risk without changing the contract. OpenAI says Temporary Chat conversations do not appear in history and are not used to train its models. The account is still a personal one, and the privacy policy still governs what goes into it.
Who is the data controller when a UK firm uses ChatGPT?
It depends on the account. For a personal account, OpenAI's Europe privacy policy names OpenAI Ireland Limited for users in the European Economic Area or Switzerland and OpenAI OpCo, LLC for users anywhere else. On a business plan, OpenAI processes content on the customer's behalf, and the firm remains responsible for it.
When should a firm not put client data into ChatGPT at all?
When a professional rule or an engagement letter restricts the disclosure, whatever the plan. A business contract changes who controls the data. It does not change the duty of confidentiality the firm already owes its client.
Sources and useful reading
- OpenAI, Europe privacy policy, updated 24 August 2026, for the named controllers and the exclusion of business customer content.
- OpenAI, enterprise privacy, for the data processing addendum and the training default on business plans.
- OpenAI help centre, how your data is used to improve model performance, for the opt-out and the feedback exception.
- Information Commissioner's Office, what are controllers and processors.
- ICAEW, generative AI and ethics, on confidential information in public tools.
- Conduct of Employment Agencies and Employment Businesses Regulations 2003, regulation 28, and Article 13 of the data protection regulation.
This article is commercial decision support and is not legal advice. OpenAI's plans and terms are described as published at the date above, and they change.