Templates / Production AI Playbook: Deterministic Steps & AI Steps (1 of 5)

Production AI Playbook: Deterministic Steps & AI Steps (1 of 5)

Ready for 3.0

by Elvis Sarvia ✓ · 236 views · created 2026-03-03 · Document Extraction

Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.

What this workflow does

This workflow has 7 nodes and runs when an HTTP POST request hits its webhook URL. It uses only n8n's built-in nodes.

How it runs

Trigger: When an HTTP POST request hits its webhook URL.

  1. Normalize Input Data (Code): runs custom JavaScript code
  2. Validate Required Fields (If): checks a condition and branches into true / false
  3. Valid Lead - Ready for AI (Code): runs custom JavaScript code
  4. Invalid Lead - Error Handler (Code): runs custom JavaScript code
  5. Respond - Success (Respond to Webhook): sends the response back to the webhook caller
  6. Respond - Validation Error (Respond to Webhook): sends the response back to the webhook caller

Before you upgrade to n8n 3.0

Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.

Nodes used (4)

From the author

Clean and validate incoming data before it ever reaches an AI step. This template takes raw webhook data, normalizes inconsistent field names and formats, and routes invalid inputs to error handling. What you'll do - Send raw data via a webhook with messy…

Excerpt from Elvis Sarvia's description on n8n.io.

View the original on n8n.io → Check your own copy

Get the weekly “what broke” email

New templates, newly broken ones, and n8n release changes. One short email a week.

Form not loading? Subscribe here.