compare · autonomy-first ai rmm

BE Hub vs an autonomy-first AI RMM.

The category: tools whose lead story is that an agent investigates and remediates without a person in the loop, or with approval as an optional policy. We do not name products here. Last reviewed 2026-09-10.

BE HubAutonomy-first AI RMM (category)
What it isControl-first RMM. AI finds the cause and writes the exact command. A named person approves every change.Typically an AI operator that can act; human approval may be a policy you turn on — verify per vendor
Can the AI write?No. In code: mutating tools are proposals. The model cannot approve itself.Often yes, that is the point of the category — verify per vendor
What you get on an alertA written diagnosis and, if a command would help, a proposal still waitingOften a diagnosis plus an action already taken or queued by policy — verify per vendor
Audit storyEvery mutation has a person's name. Reject is first-class.May record that 'the agent' acted; named-human-per-change is not the default story — verify per vendor
Unattended automationDeliberately left outLead feature of the category
RMM jobs (remote, scripts, patch)Included; AI is how the next command is written, not a sidecarVaries widely; some are investigators beside another RMM — verify per vendor
Site infrastructureFirewalls, routers, NAS as first-class machines in the same loopOften endpoint-first — verify per vendor
Hosting / residencyGlobal product: hosted (Sydney today), on-prem, or your cloud/regionUsually vendor-hosted; residency varies — verify per vendor

Category comparison, last reviewed 2026-09-10. No named product. If a vendor in this category publishes that approval is mandatory and the model cannot act, we will date a named page against those docs rather than keep them in this column.

when to pick which

Choose the honest answer, not ours.

Pick an autonomy-first tool if

You want the estate to fix itself overnight, you accept actions that do not carry a person's name, and your change-control process allows that. We will not pretend to be that product.

Pick BE Hub if

You want AI on the diagnosis and the exact command, and you will not let it write. Healthcare, finance, education and anyone who will be asked 'who approved that' should start here, not there.

One control plane. Named people approve every change.

Shadow your incumbent on up to 100 devices, or start a free trial. Your approvals, your data. Uninstall the agent and you are out.