Automation Engineer

Outbound infrastructure that runs itself.

AI-powered n8n systems that discover leads, write personalized outreach, and sync your CRM — built in a week, running autonomously for months.

Case Studies

Selected work

Discovery SerpAPI · Maps Enrich Clay · Apollo · Wiza AI · Filter Exa.ai AI · Score Claude Personalize Claude Instantly HeyReach
72 nodes hospitality saas

120K contacts enriched across two brands — one pipeline, zero manual work for 60 days

Property searches across keyword sets feed a three-provider enrichment stack. An AI filter chain removes franchise locations; Claude scores and tiers each record as structured JSON. The pipeline branches by brand, writing personalized email sequences and LinkedIn DMs per ICP, and routes delivery through Instantly — with webhook feedback closing the loop into Supabase. Two product lines, one automated system, no human input for two months running.

120K Contacts enriched
$30K+ Revenue in 2 weeks
40K Properties found
tool · call Leads Google Sheets AI · Clean xAI Grok AI · Agent Claude Sendr.ai Instantly HeyReach
43 nodes hr technology

Autonomous outreach agent with mid-generation tool calls — personalized video pages per lead, 85% open rate

Grok strips credential noise from 70% of incoming records before a word of copy is written. A Claude agent then generates a full personalized sequence — email, four follow-ups, and a LinkedIn DM — pausing mid-generation to call the Sendr.ai API, spin up a custom video landing page per lead, and inject the URL before delivery. Two thousand leads processed monthly with no human involvement at any stage.

4,000 Leads processed
85% Video open rate
50% LinkedIn acceptance
70% Required AI cleaning
if errors → re-validate PDF AI · Parse GPT-4o-mini Members Sheets Matching · Agent Claude Verifier · Agent Claude Notify Resend
63 nodes · 3 workflows professional networking

Dual-agent matchmaking with built-in verification — 500+ assignments, zero production errors

A GPT-4o-mini parser extracts and deduplicates contacts from member PDFs into a structured roster. The Matching Agent builds optimal networking trios against three-month assignment history, then passes every output to an independent Verifier Agent that audits for duplicate assignments, size violations, and coverage gaps. The Verifier caught three errors before they shipped. What took two to three hours per session now runs in under five minutes.

500+ Matches processed
0 Errors in production
97% Time reduction
Capabilities

What we build

Lead discovery

Multi-source prospecting across Google Maps, SerpAPI, and LinkedIn — with AI filtering that removes bad fits before they cost enrichment credits.

40,000 properties discovered in one pipeline. Three enrichment providers per lead.

AI personalization

Agents that reference each prospect's actual business context — generating emails, LinkedIn DMs, and video landing pages with full follow-up sequences.

85% open rate on personalized video pages. Tool-calling mid-generation, not post-processing.

Multi-channel delivery

Parallel routing to Instantly, HeyReach, and Sendr.ai — tiered by lead quality, split by brand, with A/B variants per segment.

Two product lines served from one pipeline. 120,000 contacts across email + LinkedIn.

Feedback & CRM sync

Reply detection, bounce tracking, and engagement data flowing back to HubSpot or Supabase — with Slack alerts on positive replies and status logging through conversion.

Webhook feedback loops. Every lead tracked from discovery to closed deal.
Engagement

How it works

01 — Scope

Discovery call

Map your current process, quantify the manual cost, identify the highest-leverage automation opportunity. You get a specific architecture proposal before the call ends — not a vague "we'll look into it."

02 — Build

Milestones, not a leap of faith

Fixed price agreed upfront. 25% deposit to begin, 50% at working prototype — you test it, flag issues, confirm direction before a line more is built. Final 25% on delivery.

03 — Deploy

Production + optional retainer

Deployment with documentation and a hands-on walkthrough. Need ongoing monitoring, optimization, or new sequences added? Optional maintenance retainer keeps the system evolving.

Investment

Pricing

Single Workflow
$1,500–$2,500

One focused automation solving a specific problem — email validation, CRM sync, lead enrichment, or notification routing.

3–5 business days
Multi-Workflow System
$3,000–$5,000

2–3 interconnected workflows forming a system — discovery + enrichment + outreach, or visitor tracking + enrichment + CRM.

1–2 weeks
Full-Stack Pipeline
$7,500–$12,000

End-to-end system with AI agents, feedback loops, multi-channel delivery, CRM integration, and monitoring. The kind of system in the case studies above. Includes 30 days of post-delivery support.

3–4 weeks

Your outbound shouldn't
require headcount.

Infrastructure work, not sales work. Most projects pay for themselves within the first month by replacing 15–20 hours/week of manual ops.