The human in the loop

A self-improving AI workforce is governable only because a few humans stay on the wheel.

This is not safety theater. It is how a CISO lets an AI workforce touch production at all, which makes it the wedge into the enterprises that hold the spend we are deflating. So the trust motion is a real workstream, not a hope.

The control model

Irreversible actions stop

They surface the diff in the channel and wait for a human tap before anything touches production.

The runner holds no standing credentials

Access is brokered just-in-time, scoped to the action, and revoked after. Nothing sits with a long-lived key.

Every action is signed and replayable

Cryptographically signed, recorded, and reconstructable end to end, so any action can be audited or replayed.

A blast-radius cap, and a fleet-wide kill switch

Per-tenant isolation under a published data-boundary contract, a cap on how far any single action can reach, and a stop we demonstrate live.

The way into the enterprise

What a real security review requires, built as a workstream.

01

Per-tenant isolation

A published data-boundary contract that says, in writing, what crosses and what never does.

02

Procurement and attestation

The artifacts a real security review asks for, ready before the review starts.

03

Indemnity path

The contractual backstop a CISO needs to let an AI workforce touch production at all.

Neutral by construction

A chokepoint this powerful is allowed to exist only if neutrality is enforced, not promised.

We never train a frontier model

We are the neutral execution layer, not a model lab. The two roles cannot sit in the same vendor.

We never go single-model

The model is swappable underneath. Locking to one would forfeit the holdout that proves the moat is ours.

We never read across the tenant wall

Cross-team intelligence is learned from outcomes, not from reading anyone's data. The wall is the product.

These commitments are constitutional, public, and customer-auditable. The rail ships as an open, forkable standard, and customers get full export from day one.

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