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n8n enterprise automation
One n8n container is fine until a hundred workflows and a few thousand executions an hour arrive. We design the scaled setup: queue mode with workers, a proper database, high availability, access control, secrets handling, monitoring and change control. For general n8n builds, see our n8n agency page.
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Scale in n8n is mostly architecture. Queue mode splits the main process from workers that pull jobs from Redis, and PostgreSQL replaces the default database. That lets you add workers for load and restart parts without stopping everything.
Governance is the other half. Who can edit production workflows, how changes move from development to production, where secrets live and how you see failures. Some access-control features, such as SSO and advanced roles, depend on n8n's paid plans. We tell you which apply before you commit, and check the current n8n documentation for each.
We do not claim n8n or our services carry a compliance certification. We build the controls your auditors ask about and document them.
High-volume workloads
Thousands of executions an hour where a single process becomes the bottleneck.
Regulated or audited teams
Where change control, access roles and execution logs are requirements.
Teams that need self-hosting for data reasons
Workflows run inside your own cloud account with data staying in your boundary.
Measure the load, design the setup, migrate in stages and test failure before it happens for real.
Load and risk assessment
Week 1Measure execution volume, peak load, data sensitivity and current failure points.
DeliverableLoad profile and requirements
Architecture design
Week 1 to 2Design queue mode, workers, database, high availability, environments and access roles.
DeliverableArchitecture document
Build the platform
Week 2 to 5Stand up the environments with secrets handling, backups and monitoring.
DeliverableRunning staging and production environments
Migrate and test failure
Week 5 to 8Move workflows in stages, then test worker loss, restore from backup and a bad deploy.
DeliverableMigrated workflows and test results
Operate
Updates, monitoring and monthly review under a maintenance plan, or handoff with a runbook.
DeliverableRunbook and maintenance plan
Typical timeline
Six to ten weeks to a migrated, tested setup, scoped after the discovery call
Stack we build with
n8n · Redis · PostgreSQL · Docker · Webhooks · TypeScript
High-volume document processing
Documents read, matched and routed continuously, with workers scaled to load.
Multi-team automation platform
Several teams building on one governed instance with separate access.
Self-hosted for data control
Sensitive workflows run inside your own cloud account.
A design you can review, and a staging environment running it.
Week 1
Load profile
Real execution volume, peaks and the workflows that hurt most.
Week 2
Architecture document
Queue mode, database, availability, environments and roles, with the trade-offs explained.
Week 3 to 4
Staging running
Workers, Redis and PostgreSQL up, with monitoring and backups switched on.
Day 30
Failure test plan
The scenarios we will test before any production migration.
Achieved results from related engineering work. They show the operating standard, not scale claims about n8n specifically.
A French construction company
Electronic invoicing and subcontractor VAT compliance automated end to end, plus an AI that answers far more inbound calls and leads than the team could handle manually. The client captured roughly €1.3M in revenue over six months, largely from customers who found them through AI search tools.
A restaurant supply-chain operator
Delivery notes and invoices are read and matched automatically. Only the genuinely unclear cases reach a person, and the review team went from re-typing everything to spot-checking exceptions.
Uniworx, EdTech placements
Three portals plus the matching engine delivered, with strict data separation kept between universities.
Priced per project and scoped after a short discovery call, not sold as a fixed package. Cost follows the number of systems, the access model and the security requirements.
Scoped build
Scoped after a discovery call
Most engagements start with one narrow, high-value piece so you see it running in production before anything expands.
Embedded engineer
From $60,000/year
A dedicated engineer building and maintaining the work inside your team, instead of a scoped project.
A 30 minute call. Share execution volume, data sensitivity and current pain, and we tell you what a scaled setup needs.
In this call, we'll walk through your project scope, timeline, and goals - so we can both check if we're a fit. No obligation, no slide deck, just a working session.
Don't want a call? Email walid@ayautomate.com
“The team is super fast - sometimes we had to slow them down. We managed to scale the company without investing into hiring.”

Elie Salame
COO, Adstronaut.io
We've created products featured in
Walid Boulanouar
View LinkedInThis call is for teams ready to move. If that's you, pick a time.
Recommended services
n8n Automation Agency
We build, self-host and maintain n8n workflows you own outright.
n8n Consulting
Architecture, review and rescue for n8n instances.
Automation Maintenance and Support
Monitoring and fixes for automations that already exist, whoever built them.
Enterprise AI Agents
Agents with permissions, audit trails and human approval built in.
FAQ
It separates the main n8n process from worker processes. Workers pull executions from a Redis queue, so you can add workers for load and restart them without stopping the whole system. It runs with PostgreSQL as the database.
Some features such as SSO and advanced role controls depend on n8n's paid plans. Plans change, so we check n8n's current documentation with you before design and tell you what applies.
We do not claim certifications we cannot show. We build controls such as access roles, change control and logs that your auditors can review, and we document them.
Scoped after a discovery call, because it depends on volume, availability needs and the number of workflows to migrate. Infrastructure costs are yours and depend on your cloud.
Your team from our runbook, or us under a maintenance plan covering updates, monitoring and fixes.