n8n connects steps in a workflow: something starts a process, information moves between tools, and rules decide what happens next. Its visual editor supports code and AI steps, and it offers hosted and self-hosted options. n8n product overview.
n8n is source-available under its Sustainable Use License, rather than unrestricted open-source software. Check the licence and plan against your intended use, especially when providing a service to customers. n8n’s licence comparison.
A simple example
Imagine a website inquiry that needs a staff callback. This is an illustrative design, not a report of a client implementation:
- Receive the inquiry with a unique reference.
- Check that the required fields are present.
- Save a lead record.
- Create a callback task for the responsible person.
- Record whether the task was created successfully.
If the task service is temporarily unavailable, retain the saved inquiry and retry carefully. If the same inquiry is delivered twice, use its reference to avoid creating two tasks. The customer should not have to submit again just because an internal notification failed.
The important work is around the boxes
A diagram showing connected apps is only the start. Decide what each step may read or change, who owns the accounts, where records live and how failures are surfaced. Keep credentials out of notes and exported examples. Use realistic test data without copying unnecessary customer information.
For an AI step, define the allowable output and check it before using it. A generated email can remain a draft for review. A payment or deletion should require the appropriate authorisation. n8n supports combining rules with human approval in AI workflows; the safeguards still need to be designed for the task. n8n AI workflow features.
Hosted or self-hosted?
Compare responsibility as well as price. Identify who will install updates, protect credentials, monitor failed runs, manage capacity and test recovery from backups. A server bill is only one part of operating cost. Self-hosting does not make the work maintenance-free, and connected apps can still charge their own fees.
Ask for a workflow inventory, a short operating guide and a tested export or recovery procedure. Establish what happens if the original builder is unavailable. A process that nobody can maintain is a fragile dependency even if it works today.
Start with one reversible workflow
A good first candidate has a clear input, a measurable result and an easy manual fallback. Try saving an inquiry and assigning a task before automating a whole customer journey. Measure time spent, errors and rework, then decide whether to expand.
Choose a tool after understanding the process. A feature already present in your CRM or accounting system may solve the problem with less maintenance than introducing another platform.
Book a Free Strategy Call to discuss your workflow with Pieter.
Editorial note: revised with AI assistance to remove unsupported anecdotes and outcome claims. Examples are illustrative; this is not a report of client results.