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Production Portfolio

What is in Will Spurlock's automation library?

479 production automations architected and shipped since Feb 2025, for real clients across marketing, ops, sales, and finance.

Count and catalog date from src/data/automationsData/automations.json, generatedAt . Updated .

479
Production Automations
7
Business Categories
16
Months Building
3368
Est. Hours Saved / Week

What categories do these n8n automations cover?

Seven categories of shipped workflows. Click a card to filter the full library below.

Which flagship builds have full case studies?

Deep-dive writeups with architecture, stack choices, and outcomes. These are the long-form case studies behind selected production systems — separate from the compact library cards below.

Which of the 479 automations can I browse?

Search by name, brief, or tag. Click any card for the full workflow overview — hours saved, stack, and related builds.

Showing 479 of 479

How are these automation systems built?

Recurring architecture patterns across the library — with tag counts from the live snapshot.

RAG pipelines

62 workflows in this library are tagged RAG. They retrieve from a knowledge base, ground an LLM answer in your documents, then write the result back to a CRM, ticket, or chat. Use this when support, sales, or ops needs answers that match your actual policies — not generic model guesswork.

Multi-agent chains

54 builds use multi-agent chains: one agent researches, another drafts, another validates or routes. That split keeps each step inspectable and reduces single-prompt failure modes. Reach for it when a task has clear sub-roles — research, writing, scoring — that should not live in one opaque call.

Web scraping and enrichment

83 workflows scrape public pages or APIs, then enrich leads, competitor data, or content sources before landing in Airtable, Sheets, or a CRM. Businesses need this when growth depends on fresh external data and the team is stuck doing the same copy-paste ritual every week.

Webhook-driven integrations

61 automations start from a webhook — form submit, Stripe event, CRM update, custom app ping — and fan out to the rest of the stack. This is the default when you want near-real-time handoffs between tools without polling or manual exports.

Chatbots and assistants

79 workflows are tagged Chatbot. They cover intake bots, internal assistants, and customer-facing Q&A that log context and escalate when confidence drops. Fit this when volume is high enough that humans should only touch exceptions.

Data transformation layers

203 workflows carry a Data Transformation tag — mapping fields, normalizing IDs, merging records, and shaping payloads between systems. Almost every reliable automation library needs this middle layer; without it, integrations break the first time a schema drifts.

Automation Library FAQ

Straight answers about the portfolio, n8n scope, pricing ranges, and how to engage.

This library catalogs 479 production n8n automations shipped for real clients between February 2025 and May 2026, spanning marketing, operations, sales, customer service, finance, leadership, and HR. Flagship case studies on this page go deeper on architecture and outcomes for selected builds.

Ready to Build Yours?

Read the automation writeups on the blog, or bring a process you want off your team's plate.