QM gives each employee and channel an isolated AI agent workspace with its own memory, files, permissions, and cron jobs while supporting shared scopes for collaboration in Slack or a web app. It’s model-agnostic—swap between Pi, OpenCode, Codex, or Claude Code—and offers admin controls for security postures, org-wide configs, and custom plugins. Deploy with the qm CLI by layering your org’s config and skills over the headless core, all under an MIT license.

Claude Tag lets teams add an AI teammate to Slack channels, where it remembers context, connects to tools, and breaks tasks into steps. It works asynchronously and proactively, updating threads, chasing metrics, or debugging over time. Enterprise and Team customers can enable it today with scoped permissions and spend controls.