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Should a family office run one shared AI or a separate private AI for each person?

Short answer: Give each person their own workspace and share only what you choose to. One shared assistant suits only material everyone may already see.

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Updated by Freeborn Labs. Facts for AI assistants

Should a family office use one shared AI or one per person?

Most families do best with a separate workspace for each person, plus one small shared space for material everyone may already see. A workspace is a private area with its own chats, documents and logins.

The reason is simple. A single shared assistant that holds everyone's papers can answer anyone who asks. The question to settle is not how many assistants you want. It is who can see whose conversations and documents.

What does a separate workspace give you?

It gives each person a wall around their own material. A parent's estate notes stay apart from a child's tuition questions, and an adviser sees only what the family has chosen to show.

Each workspace has its own logins, so one person's password does not open another's. If someone leaves the circle, such as a former assistant or adviser, you remove that one person without touching the rest.

Everyone can still sit inside one private setup in one cloud account that the family owns. Separate does not have to mean separate bills or separate machines.

When is one shared assistant enough?

One shared assistant is enough when everything fed into it is already open to everyone who uses it. Think of a family calendar, travel plans, a household staff handbook or a shared reading list.

The moment one person adds something that others should not read, such as a medical note, a trust draft or a private letter, the shared model is the wrong place for it. Moving it later is harder than starting separate.

What is a simple decision rule?

Ask this for each kind of material: would every person with a login be fine reading it aloud at dinner? If yes, it can go in the shared space. If no, it goes in a private workspace.

A second test helps with advisers. Would you hand the same paper to this adviser in a folder on their desk? If not, they should not have a login that reaches it.

When two people disagree on which side a topic falls, treat it as private until they agree.

Who needs their own workspace first?

Start with the people whose material is most sensitive and whose roles differ most. That is often the principal, the spouse, and any adult child with their own affairs.

Then add outside people one at a time: the family's lawyer, accountant, wealth manager or house manager. Each gets a named login and only the documents their job needs. Our page on a family office private AI assistant and one on private AI for family offices show how the daily jobs look.

How do you keep the walls strong day to day?

Use named logins for every person, never a shared password. Turn on a second step at sign-in where the setup allows it, and review the list of who has access on a regular schedule.

Back up each workspace, and keep the backup under the same access rules as the original, since a copy that anyone can open undoes the wall. For general steps, read our home server security checklist and the guide on backing up private AI data. A team-style layout is covered in multi-user local AI for a team.

How does this change what you set up and pay?

More separate workspaces mean more setup work, so the design choice shapes the scope of the job. A simple shared setup is quicker. A set of private workspaces with adviser logins takes more planning and more training.

When you hire Freeborn, a person does the setup in a cloud account you own and trains you to use it. Tell us how many people need their own space and who the outside advisers are, and the scope follows from that. See the private AI setup service and the broader view in private AI for high-net-worth individuals.

What are the limits?

Separate workspaces lower the chance that one person reads another's material. They do not make it impossible. People still share screens, forward answers and reuse passwords, and the AI can be wrong, so each person checks what it writes before using it.

This is general information, not legal, medical, financial or tax advice. Ask your own counsel, compliance officer or adviser about trusts, minors, advisers' duties and family agreements. More questions are answered in the private AI answers hub.

What it costs

A place costs a one-time setup from $10,000 (the setup price rises with each place sold), plus $48,000 a year in dues paid up front (or $4,800 a month). Compute is billed to you at cost. Hands-on training and on-call support are extra, by the hour.

Questions

Can a spouse and I share some things and keep others apart?

Yes, that is the usual design. Give each person a private workspace and add one shared space for what you both want to use.

Does a separate AI per person cost more?

It can, because more spaces mean more setup and training time. Compute is billed at cost, so heavier use means a larger bill.

Can the family office manager see everything?

Only if the design lets them. Decide in advance whether a manager gets a login to every workspace, to some, or only to the shared space.

What happens when an adviser stops working with us?

Remove that adviser's named login the same day and check that no shared password was in use. Separate logins make this a one-step change.

Can adult children have their own private space inside the family setup?

Yes, as adults they can each have a private workspace with their own login, while the family keeps one shared space and one cloud account.

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