Available for new projects · Remote worldwide

I turn manual work into systems that run themselves.

I'm an automation architect for ops-heavy businesses. I take the copy-pasting, the missed follow-ups, and the spreadsheet duct-tape off your team's plate and replace it with AI-powered systems that just run. They check their own inputs, retry when something fails, and log everything, so nothing breaks quietly.

50+ processes automated $800K+ in cost saved Zero silent failures

Free 15-minute call · no obligation · reply within 1 business day

client-intake.workflow · 6 nodes
100%
Triggerwebhook · event
Validatefields · auth
Processtransform · enrich
Deliverwrite · notify
Audit LogPII-masked
Fallbackon error · retry
drag the nodes · click ▶ to run
retry 3× with backoff → fallback path → nothing fails silently
0
Processes automated
$0
Cost savings delivered
Zero
Silent failures
The math

What's all that manual work costing you?

Every hour your team spends copy-pasting is money out the door. Drag the sliders and watch it add up.

10h
$50
Bleeding out to manual work · yearly
$0
Live · climbing every second, around the clock
Capacity you'd reclaim0x
Lost over 5 years$0
Let's win that back
Free 15-min call · no obligation

Not ready to talk yet? Grab a free 1-page roadmap →

Who I help

If you're one of these, we should talk.

The Founder

"I'm buried in busywork. I should be selling, but I'm stuck moving data between tools all day."

Scale without hiring →

The Ops Lead

"Our processes are held together with duct tape. If one person leaves, half of it breaks."

Systems that don't break →

The Solo Operator

"I'm capped at 40 hours a week, so I can't take on more clients without burning out."

Buy back your week →
Who you'd be working with

Hi, I'm Lorenz. I build automation that holds up in production.

Lorenz Espinosa, Automation Architect
Available for new projects

I'm an automation architect who builds AI-powered, webhook-driven systems for ops-heavy teams. I've automated 50+ real operational workflows across intake, case and record management, billing, and client communication, so I design for the messy edge cases real businesses actually hit, not the happy path in a demo.

Every build ships with validation, retries, fallback paths, and audit logging from day one, plus documentation so your team owns it. No brittle scripts, no black boxes, nothing that fails quietly.

n8n Level 2 Certified AWS Cloud Practitioner Azure AZ-900 Make & Zapier Certified GitHub Foundations
Lorenz Leslie EspinosaAutomation Architect · fully remote, worldwide
Self-hosted & private

Runs on your own infrastructure with self-hosted n8n. No third-party middleman sitting on your data.

Logged & PII-masked

Every action is written to an audit log and sensitive fields are masked. You always see what ran and why.

Error handling built in

Retries with backoff, fallback paths, and dead-letter queues from day one. Open-sourced as reusable patterns.

Selected work

Stuff I've actually shipped.

Not demos or weekend prototypes. Real systems running in production, with the numbers to back them up.

Live · v5.0

Multi-Agent AI Ops Bot

A controller that hands work off to specialist AI agents, each with a human approval step, wired to 21 MCP tools and running real ops tasks right inside Slack.

21MCP tools · zero tokens on deterministic tasks
OpenClaw · Slack · n8n MCP · Claude
Live

Lead Intake Pipeline

Catches a new lead, checks it, lets AI sort it, routes it to the CRM, and creates the record. Killed the manual data entry that used to span three separate systems.

−70%manual data entry
n8n · OpenPhone · CRM · Airtable
See the before → after → result
Before

New leads landed by phone and web form, then someone retyped each one into three separate systems by hand. Slow, and records slipped through the cracks.

After

A webhook catches every lead, validates it, lets AI categorize it, then routes it to the CRM and Airtable automatically, with a fallback path if anything fails.

Result

70% less manual data entry and no more leads lost between systems.

Live

AI Lead Conversion Engine

AI scores and qualifies inbound leads, drafts a personal reply, and hands them to sales. The whole path from first touch to signed.

+30%conversion · −70% manual effort
n8n · OpenAI · CRM
Live

Billing Sync Engine

Bidirectional sync between case management and billing with automatic conflict resolution and a single source of truth.

0missed invoices
n8n · Clio · Airtable
What I build

Four ways to get your busywork off your plate.

Everything I build comes with real error handling, logging, and docs. Not a brittle script that falls over the first time something unexpected happens.

01

🔍 Automation Audit

I go through how your team actually works, figure out what's worth automating first, and give you a ranked plan with rough effort and payoff for each one. The low-risk way to start.

From $TODO · fixed fee
Best first step · ~1 week
02

⚙️ Build & Ship

One project, clear scope, built start to finish and tested. You get something your team can lean on day one, plus the docs to go with it.

From $TODO · fixed scope
Most popular · 2 to 4 weeks
03

🤖 AI Agents & Orchestration

AI agents that actually do operational work, wired up with the right tools and a human approval step so nothing goes off the rails.

From $TODO · per project
For teams using AI in production
04

🔁 Fractional Automation Engineer

I take your automation backlog off your hands: keep what's running healthy, fix what breaks, and ship something new every month. An in-house engineer without the hire.

$TODO/mo · retainer
Ongoing · monthly retainer
How I work

Low-risk to start. Built to last.

A free 15-minute call tells us both whether it's a fit before anyone commits to anything.

Discovery

Free 15-min call

You tell me the goal, the tools, and the timeline. I tell you if it's a fit.

Scope

Proposal

Clear deliverables, a timeline, and exactly what you'll get. No surprises.

Build

Build & test

Built with validation, retries, and audit logging from day one.

Launch

Ship + docs

Deployed, documented, and handed off so your team owns it.

Support

Stay ahead

Optional retainer to maintain, monitor, and keep shipping.

"I don't just automate tasks. I build systems that make them disappear. Everything gets logged, and nothing ever breaks quietly."

how every build works · retry 3× with backoff, fallback, audit, alert

The stack

Tools I build with.

Orchestration & Automation

n8nMakeZapierPower AutomateTemporal

AI Agents & LLM

ClaudeOpenAIMCP ServersLangGraphRAG

Data & Platform

PythonAirtableSupabasePostgresAWSDocker
Questions

Before you reach out.

The things people usually want to know first.

How do projects usually start?+
A free 15-minute call. You tell me the goal, the tools involved, and your timeline, and I tell you straight whether it's a fit and the fastest way to ship it. No pressure, no obligation. A lot of people start with a small Automation Audit to test the water before committing to a build.
What does it cost?+
It depends on scope, so I quote per project after the call. As a rough guide: a focused Automation Audit starts around $TODO, a fixed-scope Build & Ship from $TODO, and an ongoing retainer from $TODO/month. No surprise invoices, and you'll get a clear proposal with deliverables and a timeline before anything starts.
Do you work with the tools we already use?+
Almost certainly. I build mostly in n8n, with Make, Zapier, and Power Automate when they fit better, and I connect to whatever you already run: CRMs, billing, phone systems, databases, and AI models over API and MCP. If it has an API or a webhook, it can usually be automated.
What happens when something breaks?+
Things break. That's exactly why every system I build has retries, fallback paths, and logging from day one. When something fails you get alerted, it's logged, and there's a way to recover. A retainer keeps me around to catch and fix issues before you notice them.
Are you available, and how do you work?+
Yep, currently taking on new projects. I work fully remote with teams worldwide, across time zones, and usually reply to a new inquiry within one business day.
Will my team be able to maintain it?+
Yes. Everything gets documented and handed off so your team owns it, not locked to me. And if you'd rather never touch it, a retainer means I keep it healthy and keep shipping new pieces on top.
Let's talk

Got a process that eats your team's time? Let's automate it.

Tell me your goal, the tools involved, and your timeline. I'll reply with whether it's a fit and the fastest way to ship it.

Fully remote · working with teams worldwide, across time zones · typical reply within one business day.