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PLATFORM  /  THE AUTONOMY DIAL/ human-first, progressively agentic

Autonomy is a dial, not a switch.

Hendl starts human-first: agents observe, draft and ask. As their work proves out against your reviewers, you grant more autonomy — one task, one notch at a time. And the dial turns both ways.

5
Autonomy levels
observe to autonomous
Per-task
Dial granularity
not per platform
100%
Actions logged
at every level
Instant
To turn down
the dial goes both ways
THE FIVE LEVELS

From observing to operating — in earned steps.

Every level keeps a human in the picture. What changes is when they're involved — before the action, or reviewing a sample after it.

L0
Observe

Agentwatches the case and suggests

Youdo the work yourself

New case types
L1
Draft

Agentprepares the work in full

Youreview and send

Correspondence, assessments
L2
Approve

Agentacts once you sign off

Youapprove each action

Reserves, routing
Most teams start here
L3
Notify

Agentacts, then reports back

Youare informed, can reverse

Acknowledgements, chasers
L4
Autonomous

Agentacts within hard limits

Yousample and audit

Low-value, low-risk steps

Dialled per task, not per platform.

A chaser email is not a settlement decision. Every step in a playbook carries its own level — so routine work runs free while judgement stays gated.

Motor claims playbook · Autonomy6 tasks
Acknowledge new claimAutonomousL4
Request missing documentsNotifyL3
Verify coverNotifyL3
Set initial reserveApproveL2
Approve paymentDraftL1
Decline a claimObserveL0
Pinned steps — payments over threshold, declines — sit outside the dial and always require a person.

Where you set it.

The dial reads the case, not just the task — value, risk, sector rules and team readiness all pull it up or down.

By task type

A chaser email is not a settlement decision. Every step in the playbook carries its own level.

By value and risk

Thresholds on case value, exposure or fraud signals pull the dial down automatically.

By sector rules

Regulated decision points are pinned to human approval — the dial won't go past them.

By team readiness

Start new teams at observe-and-draft; open up as reviewers build trust in the output.

PROGRESSIVELY AGENTIC

Every notch is earned with evidence.

The platform recommends a level change and shows its working. A named owner approves it — levels never move on their own.

Agreement with humans

Every suggestion is compared with what your team actually did. Sustained agreement is the case for the next notch.

Override rate

When reviewers stop correcting an action, it's a candidate for more autonomy. When overrides rise, the dial steps back.

Sampled quality review

At higher levels, a fixed sample of every agent's work still lands in a human queue — autonomy never means unwatched.

Questions teams ask about the dial.

Can autonomy increase on its own?

No. The platform recommends a change with the evidence behind it; a named owner approves it. Levels never move without a human decision.

What happens when we turn the dial down?

It takes effect immediately. In-flight work finishes at the stricter setting, and pending actions return to the approval queue.

Is there anything agents can never do?

Yes. Hard limits — payments over threshold, declines, anything you pin — sit outside the dial and always require a person, at every level.

How long until a task earns L3 or L4?

Typically weeks, not days — enough volume for the agreement and override evidence to be meaningful for that task in your book.

Start human-first. Earn every notch.

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