The autonomy ladder

Every agent starts at the bottom rung.

Trust is earned one level at a time. An agent moves up only on a clean record, and only when you allow it. Destructive changes never run on their own.

Six rungs, and who approves on each.

RungWhat the agent may doDoes a person approve?
01 ObserveRead and answer questions. No writes.No
02 SuggestDraft a plan. A person runs it.Yes, to run
03 SandboxApply to a sandbox. The default for every new company.Yes, to go live
04 Auto-additiveSmall additive changes within a ceiling you setDepends on your policy
05 Auto-mutatingChanges to existing behaviour, after a long clean recordA named person on any refusal
06 DestructiveDelete or irreversible changesAlways. Never automatic.

Highlighted: the rung every new company starts on.

Moving up

How an agent earns the next rung.

01

A clean record

Changes at the current rung passed their gates and were not rolled back.

02

Your permission

An agent never promotes itself. A named person in your company moves it up.

03

A ceiling you set

Auto rungs work inside limits you define. Anything outside them drops back to a person.

Frequently asked questions

Questions about AI autonomy.

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Can an AI agent approve its own ERP changes?

No. In rung1 the model may propose a change but may never approve one. A named person approves every change that goes live, and destructive changes such as deletions always need a person, on every rung of the ladder.

How does an agent move up the autonomy ladder?

An agent moves up one rung only when it has a clean record at its current rung and a named person in your company allows it. Automatic rungs work inside limits you set, and anything outside them goes back to a person.

What rung does a new company start on?

Every new company starts on the Sandbox rung. The agent can apply changes to a sandbox copy of your ERPNext site, and a person must approve before anything reaches the live system.

The model may propose a change. It may never approve one.

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