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org.systemVerified organizational AI memory
Connecting to team memory…
Developer Tools · OpenAI Build Week
Stop paying for the same lesson twice

Before your AI spends 148 GPU hours, ask what the team already learned.

org.system captures both wins and expensive failures from everyday AI work, verifies the evidence, and gives the next teammate an actionable answer before execution begins.

01 ConnectCodex + MCP
02 Capturework trace
03 Verifyevidence gate
04 Storeteam memory
05 Servepre-flight recall
06 Impactwaste avoided

Live AI conversation

Ask anything · work memory checks automatically
Same prompt for everyone · memory-first routing is automatic
Shared memoryPostgreSQL + SQLite
Identity boundaryGoogle + RBAC
Codex connectionHTTP + stdio MCP
Serve gateVerified only

Connect an AI client

org.system uses OAuth. Run the command for your tool; the browser opens once so you can approve it and choose the organization. No token is ever copied, pasted, or stored on disk.

Organizations

Shared memory lives inside an organization. Everyone in one sees the same verified experiences; nothing crosses between them.