Available for projects · consulting · full-time
I turn the work your team repeats into systems that run on their own.
I'm Andrés Corral, a Forward Deployed Engineer specialized in AI automation and systems integration. For 5+ years I've built production systems for clients across Latin America, the UK, Germany, Sweden, the US and Fiji: agents that live inside WhatsApp, pipelines that contact and schedule prospects, content engines for clinic brands and automation suites for e-commerce. 15+ projects, each one starting from a real workflow and a real bottleneck.
From my published case studies
Pick your bottleneck.
Tell me where your team loses the most time and I'll show you what I'd build, and where I've already done something similar.
A pipeline that contacts every new CRM lead within minutes, nurtures the conversation with an LLM and books the meeting on the calendar, with your sales team stepping in when a person is ready to talk.
First contact went from 72+ hours to under 3 minutes, and meetings per month grew about 200%.
Automated Prospect Contact & Follow-Up →A multi-agent content engine that writes from your brand identity, validates its own output, retries what fails and leaves a clean approval step before anything is published.
Article production time dropped 90%, and the same system serves several clinic brands at no marginal cost.
Automated SEO Content Engine →An AI assistant inside the channel your people already use, with live access to your data. It answers instantly, and anything with financial or legal impact is escalated to a person with full context.
Field technicians generate service reports in minutes instead of days, straight from WhatsApp.
Aurora — AI Field Assistant →Abandoned checkout recovery, replenishment reminders timed to each customer and a support agent connected to your store, with incentives gated by cart value and customer history to protect margin.
A four-automation suite for a Shopify brand selling in the US, Canada and Australia.
Shopify — DTC Commerce Automation Suite →A hybrid human-AI system that watches your prospects' activity, drafts thoughtful comments and keeps you present before any direct outreach. You review and approve; it does the legwork.
Daily effort fell from 30–45 minutes to about 10, while touchpoints per prospect rose from 2–4 to 8–12 a month.
LinkedIn B2B Pre-Nurturing Engine →Three things, one person.
I connect systems.
n8n is my main tool, and I've also built in Make. APIs like Shopify, Stripe, Odoo, Gmail, LinkedIn and WhatsApp are what I work with every day.
I make LLMs useful.
Agents with real tools, RAG on your own knowledge, MCP servers so agents can work with your documents without rewriting them, and observability to see what they do.
I build the tool you're missing.
With Claude Code I design, build and test full-stack apps: portals, internal tools and private vaults, on Next.js, Supabase and Vercel.
Four habits that keep projects out of trouble.
- 1
Start from the real workflow.
Before any tool, I map how the work actually happens today, including the exceptions nobody wrote down.
- 2
Keep a human where stakes are high.
Refunds, publishing and anything legal or financial stay behind an approval step. The system prepares; a person decides.
- 3
Put guardrails on data and costs.
Read-only access by default, consent and privacy handled from day one, and controls on what the system spends.
- 4
Test end to end.
A workflow isn't done when each step passes, but when the whole path works with real data, including when something fails.
What people usually ask.
Do you only work with n8n?
I know Make and have built automations there, but n8n is where I'm strongest, so it's usually my first choice. I choose the tool that fits your team and your stack.
Will this replace my team?
The goal is to remove repetitive work, not judgment. In my projects people review and approve what matters: LinkedIn comments before they're published, refunds and cancellations escalated instead of executed by the agent.
What kinds of companies have you worked with?
Companies and organizations across Latin America, the UK, Germany, Sweden, the US and Fiji, in e-commerce, aesthetic clinics, HVAC field services and sales teams, among others. The common thread is a process that depends on someone doing the same thing again and again.
Do you work in English and Spanish?
Yes. This site and my CV are in both languages.
Where do we start?
Send me the workflow that costs your team the most time and what a good outcome would look like. We'll go from there.
Have a workflow that eats your team's time?
Tell me about it. A short email is enough to start.