Human-Machine
Symbiosis.

Structural Symbiosis

We treat agent governance as a control problem, not a prompting problem. Each agent is bound to a coordinate — its position in the organization plus its authority level — that formally scopes what it may do. Policy is evaluated at inference time, while the model reasons, rather than filtered from outputs after the fact; hardware-mediated enforcement can refuse or halt unauthorized actions if software fails (hardware enforcement on our semiconductor roadmap).

This isn't a guardrail you can crash through. It's a road that physically doesn't go where you're not allowed. We empower human operators rather than replacing them — and every machine action traces back to a named, accountable human.