Your business's memory should live with you — not with a vendor
One architectural choice does triple duty: integration between layers, an adoption ramp for the agents people already use, and a moat — the organization's memory stays in its own brain.
Every organization that adopts AI for real faces the same question sooner or later: where does what the AI learned about your business live?
If the answer is "in the vendor's product", you have a problem. The decisions, the mapped risks, the way your team works — all of it becomes another company's asset. Switching tools starts costing you your entire memory.
The brain as a passive substrate
At the center of DacoWork's architecture is the Open Brain: a repository of organizational intelligence — semantic, temporal, multi-tenant. A Postgres store, a set of credentials, a hybrid search.
The brain is deliberately passive: it captures, distills, links and parks. It doesn't act. Proactivity lives in another piece — the workspace's voice — calibrated by the intent guardian, at the level of autonomy you authorize.
One choice, three effects
The brain exposes itself as an MCP server — the port any agent plugs into. That single choice does triple duty:
- →Integration between layers. Channels feed the brain; agents operate on it. No integration tax, because the business's memory is the common ground.
- →An adoption ramp. Nobody switches tools on day one. Each person plugs in the agent they already use — Claude Code, OpenClaw, Hermes, NEMO, Cursor — and it starts knowing the business. Adoption grows from the individual to the organization.
- →The moat. The organizational memory lives in your brain, not in a vendor's product. Not even ours.
Permission as structure
Workspaces have sub-workspaces — one per contract, per client, per front — with hierarchical permission. The operator sees through them, scoped by what they're allowed to see. One contract never sees another.
That's what makes white-label concrete: the organization operates its clients' contracts inside its own intelligence layer, with each one's memory in the right place.
The opening question has an answer: what the AI learned about your business lives with you.