Marketing

Marketing produces newsletters, campaigns, templates, images and brand chat, with a human approval step before anything goes out. Its API and data live on our own server; image, video, audio and chat generation run on a workstation.

How it is built

An MCP server with 38 tools gives agents access to the space. Images are generated locally with openly licensed models. The space is not routed through the Brain: there is no capability for it in the registry, and it is driven through its own interface, a chat assistant and workflow automations.

How mail leaves

Marketing is designed not to send anything itself. Outbound messages are handed to the separate sales station, which sends mail through an external provider. The code also still contains a direct mail-sending mode; whether it is used is unverified.