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n8n Workflow Automation, Built to Run in Production

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The short version

Most n8n workflows are easy to build and hard to keep running. The demo works, then a rate limit trips, an API changes shape, a credential expires — and nobody notices until someone asks why the reports stopped. We build n8n automations the way you'd build any other production system: with error handling, retries, alerting and a person who owns them.

What we build

What we build with n8n Workflow Automation

01

Self-hosted n8n setup

Deployed on your own infrastructure with queue mode, Postgres persistence, backups and version-pinned upgrades — so your automation data never leaves your environment and a bad release can be rolled back.

02

Multi-system integrations

Workflows that move data between your CRM, billing, support desk, spreadsheets and internal database, including systems with no ready-made node, via REST, webhooks or a custom node.

03

AI steps inside workflows

LLM calls placed where judgment is genuinely needed — classifying inbound messages, extracting fields from documents, drafting replies — with deterministic logic doing everything else.

04

Error handling and alerting

Error workflows, retry policies with backoff, dead-letter capture and notification to a channel you actually read, so a silent failure becomes a visible one.

05

Migration from Zapier or Make

Rebuilding existing automations on n8n, usually to escape per-task pricing or to get logic that Zapier can't express, without losing the behaviour the business depends on.

06

Handover and maintenance

Documented workflows your team can read, plus an ongoing option where we monitor and fix them if you'd rather not carry that.

How we work

How a build actually runs

  1. 01Map the process as it actually runs today, including the exceptions people handle manually
  2. 02Decide what should be deterministic and what genuinely needs an AI step
  3. 03Build the workflow with credentials scoped to the minimum access required
  4. 04Test against real historical data, including the cases that normally break
  5. 05Deploy with monitoring, error routing and alerting in place
  6. 06Hand over documentation, or keep maintaining it for you

Common use cases

What teams ask us for

01

Lead and enquiry routing

Capture from forms, ads and inbox, enrich, deduplicate against the CRM, then assign and notify the right person.

02

Invoice and document processing

Pull documents from email or storage, extract the fields that matter, validate against your records and push into accounting.

03

Support triage

Classify inbound tickets by intent and urgency, draft a suggested reply, and escalate anything the model isn't confident about.

04

Reporting and sync

Scheduled pulls from several systems into one reconciled view, so nobody rebuilds the same spreadsheet every Monday.

FAQ

Questions we get asked

Self-host when your workflows touch data that shouldn't leave your infrastructure, when you want to avoid per-execution pricing at volume, or when you need custom nodes and unrestricted environment access. n8n Cloud is the better choice when you'd rather not own uptime, upgrades and backups. We deploy and support either.

It depends on why they hurt. If the pain is cost at volume, or logic you can't express — branching, loops, custom code, self-hosting — then n8n is usually worth the migration. If your automations are a handful of simple two-step Zaps that work fine, migrating buys you very little, and we'll say so.

That depends on what you've bought. Every workflow we ship has error routing and alerting, so a failure is visible rather than silent. If you take a maintenance agreement, it reaches us; otherwise it reaches whoever you nominate, with enough context in the alert to act on.

Yes. If the system has an API, we can call it with the HTTP node, or write a custom node when the integration is used often enough to deserve one. Systems with no API at all are the genuine limit — there we'd look at whether a database, export file or webhook exists instead.

Credentials are stored in n8n's encrypted credential store, scoped to the minimum access each workflow needs rather than a shared admin key. On self-hosted deployments the data stays in your infrastructure. We don't move customer data through third-party services that aren't already part of your stack.

A single well-understood workflow is usually days, not weeks. What takes the time is rarely the building — it's agreeing what should happen in the exception cases, which is why we start by mapping the process as it really runs.

Related

Related services and sectors

Thinking about n8n Workflow Automation? Let's scope it properly.

A short call is usually enough to tell whether this is the right tool for your process — including when the honest answer is that it isn't.

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