Each build covers one layer of how revenue moves: create pipeline, capture demand, manage the pipeline, run the team, plan the business. Status is shown plainly, and nothing here claims a result it has not produced.
The build plan
One revenue engine, five layers
Every build maps to one layer of how revenue moves through a company. Three layers have working systems today.
Four n8n workflows on one CRM. Briefs before every call, call notes turned into CRM updates, weekly news risk on every open deal, and a Monday pipeline review where code computes the forecast and Claude writes the narrative. It caught $105,000 of commit sitting on two accounts with a new CFO or company-wide layoffs.
Reads the lead's website, scores fit in code, routes to the rep with the fewest open leads and drafts the first reply. Qualified leads become deals in Revenue Desk without anyone retyping them. SLA escalation and the weekly report are built and still to be tested end to end.
An outbound system for small HVAC companies, a buyer with no LinkedIn page and no findable work email. Keyword filtering, hiring signals, a research agent that refuses to guess, and copy built only from verified facts. My cohort coach used its copywriting agent as the class example in a live session.
Built for Clay's Outbound Certification, which scores reliability rather than copy: re-runs that never double-contact, exclusions that hold, and rows that recover when a data provider fails.
Built and running in my own n8n. Walkthroughs are on the way.
Local-business outbound engine
Reads each company's website for the owner's name and email, keeps an owner only when the page proves it, then builds a daily call list, syncs call outcomes and drafts a 3-touch email sequence for review.
n8nClaude APIGoogle Sheets
First live run in progress
Job Search Signal Engine
Scores remote GTM and RevOps roles, researches each company and drafts outreach for me to review. Nothing sends on its own.
n8nClaude APIGoogle SheetsNotion
Final step in testing
n8n outreach workflow
Source, enrich, personalize with an LLM draft that a person approves, sequence on days 1, 3 and 7, log to the CRM. Cut manual effort by about 60%.
n8nOpenAI GPT
LiveEarlier build
AI lead-generation bot
Scrapes and scores prospects with custom logic. Only qualified leads get a GPT-written outreach step. The lesson: routing logic matters more than the model.