Capability
Automation and n8n engineering
Automation built to production standards. Most workflow estates fail not because the tool is wrong but because nobody owns the deployment, the credentials or the failure handling.
Design and implementation
Process mapping, workflow design, error and retry strategy, idempotency, and the integration work connecting the systems involved. Delivered with documentation your team can maintain.
Self-hosted and queue-mode deployment
Containerised n8n on your infrastructure with a worker pool, external Postgres, Redis queueing, and a backup and restore procedure that has actually been tested.
Custom node development
Where an integration does not exist, we build and maintain the node, with versioning and a test approach rather than a script pasted into a code node.
Engine support and on-call
Monitoring, alerting, upgrade management, credential rotation and a response commitment for the hours your automations actually matter.
Common failure modes
What we usually find in an existing estate
A short audit typically surfaces the same six issues. Each is straightforward to correct once identified.
Credentials stored in workflows rather than the credential store
Secrets embedded in nodes, shared personal accounts, and no rotation process. This is the single most common finding and usually the most serious. Remediation involves moving to the credential store, introducing service accounts and establishing rotation.
No distinction between development and production
Workflows edited directly in production with no version history. We introduce separate environments, export-based versioning in Git and a promotion process.
Silent failure
Workflows that stop without alerting anyone, discovered days later when downstream data is missing. Error workflows, dead-letter handling and alert routing are added.
Non-idempotent operations
A retry creates a duplicate record or sends a second message. Deduplication keys and idempotent write patterns are introduced where the target system permits.
Single-instance deployment under load
One container handling everything, with executions queuing behind long-running jobs. Queue mode with a worker pool resolves this and makes capacity predictable.
Undocumented business logic
Critical rules encoded only in a canvas that one person understands. Documentation and a handover session are part of every engagement we run.
Automation audit
A fixed-price review of an existing n8n estate covering security, reliability, deployment and maintainability, delivered as a written report with a prioritised remediation plan. Typically completed within two weeks.
Ask about an auditBench depth
n8n specialists, self-hosted and queue-mode deployment engineers and custom node developers are listed individually in the technology directory with current availability and lead time.
Open the directoryAutomation is cheap to start and expensive to inherit.
If your estate has grown past the point where one person can hold it in their head, an audit is the sensible first step.