Workflows that fail loudly, on purpose.
n8n is where we put GTM logic that must not break quietly: idempotent steps, explicit retries, a dead-letter queue and a log you can query when a number looks wrong.
Exported as JSON, kept in git, owned by a name — not by whoever built it last.
The tool is capable. The instance usually is not.
No error workflow
n8n gives you error workflows and nobody has configured one. Failures land in an execution list nobody opens.
Re-runs create duplicates
No idempotency key, so recovering from a failure quietly doubles records — the worst possible way to fix an outage.
One person owns everything
Credentials, hosting and logic live with a single builder. When they leave, the workflows become archaeology.
Self-hosted, unmaintained
A container on someone's VPS with no backups, no upgrade path and no monitoring. Cheap until the day it isn't.
Four n8n engagements, one delivery standard
Named owner, error path, versioned export, runbook, dashboard, recorded handover. Every time.
GTM workflows from scratch
Routing, scoring, dedupe, sync and signal collection — the logic that has to survive volume and vendor outages.
Moving off Zapier or Make
Only the flows that justify it. We migrate what breaks or costs too much at volume and leave the rest alone. How we pick the tool.
Making an existing instance safe
Error workflows, idempotency keys, credential hygiene, backups and an upgrade path — usually the fastest win available.
LLM steps with a review queue
Drafting and classification inside a workflow, with typed outputs and a human gate on anything that leaves your domain. Signal Engine.
A real decision, not a preference
Self-hosting saves licence cost and adds an operational job. If nobody on your team wants that job, cloud is cheaper in the only currency that matters.
n8n, answered.
Is n8n better than Zapier or Make?
For anything that must not fail silently, yes — it has retries, error workflows, code steps and a git-friendly export. For a two-app trigger that has worked for a year, no: moving it buys you nothing but a migration.
Do we need a developer to maintain it?
Not a developer, but you do need an owner. A RevOps person with a little training can maintain workflows we hand over documented; nobody can maintain forty undocumented ones.
Should we self-host?
Only if data residency requires it or execution volume makes cloud pricing uncomfortable — and only if someone will own upgrades, backups and monitoring. Otherwise cloud.
Can n8n replace Clay?
It can call providers directly, which is fine for one or two sources. Multi-provider waterfalls with measured hit rates are a lot of work to rebuild — that is what a dedicated enrichment layer is for.
What happens if you stop working with us?
You keep everything: workflows exported to JSON in your repository, credentials in your accounts, a runbook per workflow and a recorded handover. No lock-in, deliberately.
Show us the workflow that keeps breaking.
We will tell you whether it needs hardening, rebuilding or leaving alone — and what the error path should look like either way.