Your team’s AI workspace
AI Bench keeps track of your projects’ decisions, meetings, and code, and shares that context with Claude, Codex, Cursor, and your teammates. Your AI tools start each session already knowing the project.
No account yet? Ask an admin of this workspace for an invite.
Your AI tools read the project's memory before they start, so decisions, conventions, and past gotchas come along without you pasting them in.
What was decided in a call or a channel lands in the project, where people and agents can find it later.
Teammates and every AI tool see the same up-to-date context, and you can see what agents did and why.
Features
Claude Code, Codex, Cursor, and the built-in chat read the project's memory before they work and save what they learn after.
Press Start meeting in the Mac Companion. It records your microphone and the meeting audio, transcribes on your Mac, and adds the transcript and summary to your project.
Add a code folder in the Companion and it stays indexed, including every git worktree, so agents can find the right file and the reasoning behind it.
Bring a channel's history into a project so answers come from what the team actually said.
Simple boards that keep the work visible. Coding agents can pick up a ticket, do the work, and attach evidence for review.
Ask questions in a chat that already has the project's context. Important conclusions are saved to memory instead of getting buried.
Turn work into pages you can send: reports, proposals, documentation, forms, and installable skills.
Log time against projects from the dashboard, or let your AI tools log the time they spent on a task.
Pull text and tables out of PDFs, and send a document for signature with a private signing link.
Getting started
Use the invite from your admin to set a password or passkey.
From Connections, copy one installer command. It sets up Claude Code, Codex, or Cursor with the right projects.
Download it from the Companion page and pair it with a short code to capture meetings, channels, and code folders.
Meetings, decisions, and code flow into project memory, and your AI tools use it from the next session on.
Privacy
Everything lives on this workspace's own server, not in a shared service.
Access follows project membership. AI tools connect with tokens limited to the projects they need.
Meeting recordings are transcribed on your computer. Only the text is uploaded.
Text that looks like a password, key, or token is kept out of memory automatically.
Admins can see which tools were used and whether they worked, never your queries or memory contents.
Sign in with a password or a passkey. New tools are approved from a device you're already signed in on.
Ask an admin of this workspace for an invite. The invite link lets you set a password or passkey.
Any app that supports MCP, including Claude Code, Codex, and Cursor, plus the built-in chat. After you sign in, Connections has a one-line installer.
Only for the Companion app, which records meetings and syncs code folders (Apple silicon, macOS 13 or later). Everything else works in the browser.
They're transcribed on your Mac. The transcript and summary go to the project you choose; the audio itself is never uploaded.
No. An AI curator merges duplicates, keeps each project's summary current, and rejects anything that looks like a secret.
No. Sign in to each one separately, and switch the Mac Companion between them in its settings.
Sign in to see your projects. New here? Ask an admin of this workspace for an invite.