When should I choose n8n over Make or Zapier?
n8n is especially useful when the workflow benefits from deeper API control, custom logic, AI orchestration, self-hosting options, or more engineering-oriented workflow design.
n8n Consulting
n8n workflows built for operations, not just happy-path demos.
I use n8n when teams need flexible orchestration, direct API control, AI workflow logic, and a maintainable path beyond simple point-to-point automation.
Janna Wong · AI Automation & Systems Architect · Remote · Global · async-first
Where I help
Problems this work is designed to solve
The implementation starts with the operating problem and its failure modes, then moves into tools and architecture.
01
Complex multi-step workflows that have outgrown simple SaaS automations
02
AI workflows that need branching, validation, human review, or custom API calls
03
Existing n8n workflows that fail silently or are hard to debug
04
Automation estates with duplicated logic and no documentation
Deliverables
What the engagement can include
- Workflow architecture
- API and webhook integrations
- AI orchestration
- Retries and idempotency controls
- Error routes and alerting
- Runbooks and workflow documentation
Technology
Tools follow the architecture
n8nREST APIsWebhooksOAuthOpenAIClaudeSupabasePostgreSQLJavaScript
I do not force every system into the same platform. The goal is the lightest architecture that remains reliable, observable, documented, and maintainable.
FAQ
Questions about n8n consulting
Direct answers written to be useful to both technical buyers and search/retrieval systems.
Can you improve existing n8n workflows?
Yes. I review execution paths, credentials, retries, data validation, duplicated logic, rate limits, observability, and maintainability before recommending changes.
Related expertise
Explore the connected systems layer
Need this capability inside a real operating workflow?
Send the current process, tools, constraints, and desired outcome. I'll review the context asynchronously and identify the most practical technical next step.