Switch from n8n to Task Machine
A practical guide to moving judgment-heavy recurring work from n8n's builder canvas to Task Machine's approval Inbox and agent workflows with verifier checks.
Prefer the side-by-side comparison?n8n is a self-hostable workflow platform with a node-based canvas, code nodes anywhere you need them, 500+ integrations, and a deep AI layer with an AI Agent node. It is a builder's tool: the unit of work is a flow you assemble. Task Machine is built for operators: the unit of work is a job you direct in Chat, approve in one Inbox, and steer in Tasks. Most people who switch keep n8n for plumbing and move the work where human review matters most.
Why do people switch from n8n?
- Approvals spread across channels. n8n's human-in-the-loop steps pause a run and ask in whichever channel each flow was wired to. Task Machine puts every approval and question from every workflow into one Inbox.
- Checks you have to wire yourself. n8n's Guardrails node routes failing AI output to a separate branch, and what happens there is yours to build. Task Machine's verifier checks send failed work back with feedback and pause for a person when it keeps failing.
- You maintain the canvas. Every change means opening the builder and rewiring nodes. Task Machine lets you describe the job, pick a playbook, and review the results.
- License friction for agencies. n8n's Sustainable Use License limits use to your own internal business purposes, which creates friction for agencies serving many clients from one instance. Task Machine runs each client's work on that client's own accounts.
What maps to what?
| In n8n | In Task Machine |
|---|---|
| A workflow on the canvas | A workflow with agent steps, branches, approval steps, and checks |
| Trigger nodes | Schedules, task intake, or a request in Chat |
| App nodes and credentials | Connectors to accounts you own |
| IF and Switch nodes | Branch conditions evaluated in the run |
| Human-in-the-loop steps | Approval and question steps that land in one Inbox |
| Executions log | A step-by-step history for every run |
| Self-hosted instance or n8n Cloud | Hosted, with agents in the Cloud or on a computer you connect |
Prices and features were checked against each vendor's own pages on 6 October 2026.
What do you give up?
n8n has far more integrations, code nodes, node-level replay, and self-hosting, and its community edition is free to run. For high-volume, predictable plumbing, an n8n flow is simpler and cheaper. Keep that work in n8n, and move the flows where you kept adding manual review because the work needed a decision.
How does the switch work?
- List the flows that keep needing a person's judgment or a manual fix. Those are the candidates, and the pure plumbing stays where it is.
- Create your Task Machine workspace, connect the accounts those workflows touch, and pick playbooks that match the jobs.
- Rebuild each candidate as a workflow, with an agent step where judgment is needed, a verifier check where quality has to be tested, and an approval step where you want the final say.
- Run both for one cycle, compare results using the run history, then retire the n8n flow.
Common questions
Does Task Machine replace n8n completely?
Usually not. Task Machine takes the recurring work that needs judgment and approval, and n8n remains good at high-volume data movement.
Can I self-host Task Machine like n8n?
No. Task Machine is hosted. Agents run in the Cloud by default, or on a computer you connect when the work needs its files and tools.
Do agents act without my approval?
Only where you allow it. Each agent has an autonomy level, and the default sends consequential actions to your Inbox.
Details about n8n reflect its public materials at the time of writing. Check their site for current terms.