AI Automation Engineer

I Kill
Manual
Work.

Your team spends hundreds of hours a year on that should run automatically. I build the systems — Python, n8n, AI agents, Docker. Deployed. In production. In 4 weeks.

Book 20-min callSee real resultsBlog
528
Hours/year eliminatedFrom a single enterprise client. Zero manual intervention.
4
Weeks to deliveryFull system — built, tested, and running in production.
0
Cloud dependencies100% self-hosted. Your data stays on your servers.
$0
Monthly license feesOpen source stack. You own everything, forever.
n8n Self-HostedPython AutomationAI AgentsRAG PipelinesWeb ScrapingDocker ProductionFastAPI MiddlewareAnsibleLegacy IntegrationPlaywrightn8n Self-HostedPython AutomationAI AgentsRAG PipelinesWeb ScrapingDocker ProductionFastAPI MiddlewareAnsibleLegacy IntegrationPlaywright

The Problem

Your team
is doing
robot work.

01

Someone opens a website every morning, copies data, and pastes it somewhere else. Every single day.

02

Reports that could send themselves are waiting for someone to click send every Monday.

03

SSL certificates expire because nobody remembered to check. Servers restart on manual schedules.

04

Every human touch point is a potential error. Every manual process is money spent generating zero value.

The worst part? Everyone knows it should be automated. But nobody does anything about it.

How it works

From first call
to production.

01

Audit

Call #1

I map every manual process, calculate exact hours and cost, and prioritize by ROI. You see the numbers before I write a single line of code.

02

Architect

Days 1–3

I design the full system first — every integration, every error handler. You approve the architecture before anything is built.

03

Build

Weeks 1–4

Python, n8n, AI agents, Docker — all on your servers. Progress updates twice a week. No surprises.

04

Deliver

Week 4

Live in production with full monitoring. Documentation, runbooks, and 30-day post-launch support included.

Why Harold Labs

Not a tool.
Not a template.
A system.

Production-grade

Full error handling, alerting, retry logic, and rollback strategy — designed before a single line of automation code.

Self-hosted

Everything runs on your servers. Zero vendor lock-in. Zero recurring fees. You own the code completely.

AI when it matters

AI agents for complex decisions. Deterministic logic for the rest. No AI where determinism is simply better.

DevOps included

Docker, CI/CD, monitoring, alerting. Deployment is not the end — it is where reliability begins.

What clients say

Systems in production.
Teams that stopped thinking about it.

The system he built for our daily rate processing has not failed once. We used to do this manually every morning. Now nobody thinks about it.

Carlos M.
Operations Director · Manufacturing
0 failures in production

He told me exactly what was going to break before he built it. The error handling alone saved us from 3 incidents in the first month.

Ana R.
CTO · Fintech Startup
3 incidents prevented

Our servers are from 2003. He made them work with modern automation without touching anything risky. That level of judgment is rare.

Miguel T.
IT Manager · Distribution Company
Legacy infra modernized
2 client spots remaining this quarter

20 minutes.
That is all I need.

Tell me about your processes. I will tell you exactly what I can automate, what it will cost, and what it is worth in recovered hours.

No commitment. No pitch deck. No upsell.

Schedule the Call
Free — no credit card
Direct conversation, no sales team
Response within 24 hours