Memory that scales
with your organization.
Shared persistent knowledge across every team and agent.
Knowledge trapped in individual sessions.
Every AI agent on your team starts from zero. The architecture decisions your senior developer's agent uncovered last week? Gone. The deployment gotcha that cost three hours to debug? Forgotten.
Knowledge lives in individual sessions that end. New team members onboard into a void. Agents repeat the same mistakes across projects. Institutional knowledge stays locked in people's heads.
Your organization has collective intelligence. Your agents don't.
Shared memory for every team.
Organization brains give every member default read access. Any agent on the team can recall shared knowledge (architecture decisions, API conventions, deployment procedures) without configuring anything.
Teams get granular write and admin permissions. The backend team can own the API brain. The platform team can own the infrastructure brain. Everyone can read. The right people can write.
Transfer personal brains to the organization when knowledge outgrows one person. What started as your notes becomes the team's memory.
Granular control over knowledge.
Flat team structure. No nested hierarchies to manage. Each team has maintainers who control membership and members who inherit the team's brain permissions.
Grant read, write, or admin access per brain, per team. A frontend team can read the API brain but only write to the design-system brain. Permissions compose naturally.
| platform-knowledge | api-conventions | design-system | deploy-runbook | |
|---|---|---|---|---|
| Backend | read | admin | read | write |
| Frontend | read | read | admin | read |
| Platform | admin | write | read | admin |
| Design | read | - | write | - |
Brains that reference each other.
Melds create bridges between brains. When one team's agent learns something, every melded brain can surface it during recall. Automatically.
When the Platform team discovers an API rate limit, every team's agent can recall it automatically via meld. No meetings, no messages, no context lost.
Build institutional memory.
Give every agent on your team the context it needs.