Vitor Lopes
Back to projects
Automation

n8n Creator

A no-code builder for complex automations with templates and guardrails.

Visit product
n8n Creator

The context

n8n is powerful, but its technical barrier pushed away the analysts who needed automation most. They dropped off at the first node.

The real problem

The tension was control versus black-box effect: over-simplifying hid what was being created; showing everything reintroduced the complexity that scared users off.

My role

  • Interviewed analysts to map the real pain in building flows.
  • Designed the wizard with pre-validation and block suggestions.
  • Defined the health dashboards and execution logs.

The critical decisions

The wizard shows what’s being built

To kill the black-box effect, each step revealed the real flow underneath. Transparency beat absolute simplicity.

Summarized logs so support acts without opening n8n

Execution summaries let support act fast without diving into the technical editor — cutting dependency on the eng squad.

The AI layer

  • Block suggestions guided the user without deciding for them.
  • Pre-validation flagged invalid configurations before execution.

Outcomes

  • Building simple automations became much faster.
  • Fewer configuration errors reported by users.
  • More confidence in automatic re-runs thanks to clear logs.

What I’d do differently

Templates needed real payload examples from the start — without them, onboarding felt easy until the first real case.