Supervised role-transition

Adopt AI one role at a time — with proof, not a leap of faith.

First it reconstructs the role as it actually runs — the people, the work, the systems — into a living record your team owns. That's day one. The agent comes later, and only when it's earned.

no rollout no training no migration

What you get on day one

The role, reconstructed — as it actually runs

Not the org chart. The real one: who this role works with, what it’s moving, which systems it touches — rebuilt from the work itself, and kept current.

The people no handover names

Especially the ones outside your own team — the contacts a role quietly depends on that no departing employee ever remembers to write down.

As-built, not as-designed

Your org chart says how the role should work. This is how it actually works — and it updates as the work does.

Owned by the person

Built for whoever holds the role. They own the record and decide what’s shared. It maps the work, not the worker.

The same record that briefs a new hire is the record an agent needs to take the role on. The understudy can be a person — or an agent.

How it earns autonomy

It only takes on what it's measurably ready for

Two gates, both green, before any task moves — and a human approves every step.

Judgment gate

Proven right on real cases, scored against what you actually accepted.

Tool gate

It can actually reach and drive the systems the role uses.

Built to be trusted

A human owns it

Named supervisor, full audit, an off switch.

Capacity, not surprises

Point it at the work you can't staff.

A dial, not a switch

Gradual, reversible — work can move back.

The question everyone asks

“Are you replacing us?”

Honestly — over time, some of the routine work moves to the agent. We won't pretend otherwise. Here's what's true:

  • It helps you today, before anything moves.
  • Nothing moves until it's earned — you see the score.
  • You run the agent. Named owner, approves every send.
  • A dial, not a switch — and it can move back.

What we won't do: promise your people their jobs are safe, hide that it measures readiness, or dress up a quiet layoff.

If your plan is a quiet layoff, we're not your vendor — and our transparency would give you away anyway.

Straight answers

Is this surveillance?
No — and the record is the proof. It’s built for the person whose role it is; they own it and decide what’s shared. It maps the work, not the worker, and scores the agent’s drafts — never people.
What happens to the people?
The path it pushes toward: from doing the work to supervising the agent that does it — higher-value, and never a surprise.
What if someone leaves?
Their role record is the handover the org usually never gets — including the cross-team contacts no one remembers to list. The successor, or the agent, starts from it instead of from scratch.
How is this different from Copilot?
Those make a person smarter. We give a role a measured, gated, reversible path to becoming an agent.
Where does our data go?
It stays in your boundary, and it's never training data. The security page has the detail.

Where it fits first

Start where the need is sharpest

Two natural moments. Where you have more work than people — backlogs, hard-to-hire roles, queues you can't staff. And where a role is changing hands — a departure, a backfill, a reorg — and its knowledge would otherwise walk out the door.

chronic backlogs hard-to-hire roles departures & handovers reorgs

Start with one role.

Reconstruct it in days, see where the agent is ready in 60 — supervised, measured, reversible.

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