For teams and companies
Private AI for the whole team
One Toskar for your company, on computers you own. Everyone signs in, with an invite or your company sign-in, and their chats stay theirs. Models, documents, and tools are shared, and nothing leaves unless you allow it.
Built for more than one person
Accounts, roles, and privacy between people
New in Toskar 1.7. Read the guide.
Everyone signs in
Admins add people on the People page and send each a one-time link, good for a week. Or connect your company's sign-in: Google, Microsoft Entra ID, Okta, or any OpenID Connect provider, or a sign-in proxy such as Authelia or Cloudflare Access.
Private to each person
Chats, memories, files, and automations belong to the person who made them. Nobody else lists or reads them — not even the Owner.
Roles decide who does what
Visitors chat. Members also keep their own memories and automations. Admins run models, tools, documents, computers, keys, and people. Each person sees only the pages their role can use.
Your directory, your roles
With company sign-in, people are added the first time they sign in, and their groups decide whether they're an Admin, a Member, or your default role.
Off in one click
Disabling someone signs them out everywhere and stops their keys and automations. A forgotten password gets a new link.
Encrypted on the network
The app and the API answer over HTTPS on your network, with Toskar's own certificate or yours, and traffic between paired computers is encrypted too.
Why not a subscription
No seat count, and the data stays put
Subscription AI charges every person every month and sends every question to someone else's servers. With Toskar the computers are paid once, and company documents stay on them. The full comparison.
Enter how many people would use it and what a subscription costs per person, and this shows what that adds up to over one to three years, next to a one-time hardware cost.
How it's set up
A company setup, step by step
Step 1
Size the computers to the team
A Mac Studio with plenty of unified memory, or a server with a strong graphics card, serves a team to start. Pair more computers as it grows, and Toskar spreads the work across them.
Step 2
Install Toskar Core
On Linux the packages run Toskar as a system service, with its data in one folder. Download it for Linux, macOS, or Windows.
Step 3
Connect your sign-in
Register Toskar with your identity provider and set three environment variables, or put it behind your sign-in proxy. Map groups to Admins and Members. How to set it up.
Step 4
Turn on network access
People open Toskar in a browser at its HTTPS address, or connect their phone with a code. Use your own certificate if your browsers should trust it without a warning.
Step 5
Share the documents
Point Knowledge at the shared folders, PDFs, and spreadsheets the team asks about. They're indexed on your computer and stay there, and everyone can search them.
Step 6
Decide what leaves
Web search and outside services stay off until an Admin turns them on, and Settings lists everything that ever left.
A smaller office? See the small-business setup.
Good to know
What it doesn't do yet
- No activity log. Admins can't yet see or export a record of who asked what and which tools were used.
- No company-wide policy screen. There's no single place yet to limit which models people may use or how long chats are kept.
- OpenID Connect, not SAML. Company sign-in works with OpenID Connect providers and sign-in proxies; SAML isn't built in.
- Backups are yours to set up. Everything lives in one data folder, but backing it up and restoring it isn't automated or documented yet.
- The office network, not the internet. Reaching it from outside needs a VPN or a secure proxy.
Questions
- Can people use our existing logins?
- Yes, with an OpenID Connect provider such as Google Workspace, Microsoft Entra ID, or Okta, or through a sign-in proxy. People are added the first time they sign in, and their groups set their role. Without one, Admins invite people by link.
- Can an Admin or the Owner read someone's chats?
- No. Chats, memories, files, and automations are private to their person. Admins manage the shared parts: models, tools, documents, computers, and people.
- What happens when someone leaves?
- Disable them on the People page. That signs them out everywhere and stops their keys and automations.
- Is there a per-seat fee?
- No. Toskar Core is free and open source, so the engine can be inspected. You pay for the computers once, and Yeix quotes setup and support separately if you want them.
- How many people can one computer serve?
- It depends on the models and how many people ask at once. Yeix sizes it to your team; you can also start with one computer and pair more when answers slow down.
- Is it certified for HIPAA or SOC 2?
- No. Toskar is software you run on your own computers; it isn't certified, and your own policies apply to those machines. What it stores stays on them unless you turn on an outside service.
Want it set up for your company?
Yeix, the team behind Toskar, sizes the computers, connects your sign-in and documents, and keeps it running. Tell them how many people and what they'll use it for; they reply within one business day.