AI Consulting for SaaS Startups · LATAM

I integrate AI into your SaaS without breaking your team's velocity

From decision to production in 2-8 weeks. No agencies, no 80-slide decks, no chatbots nobody uses.

Ex-Head of Growth and backend dev with 8+ years in Go. I help LATAM SaaS founders integrate AI where it actually moves the needle — no chaos, no overhead, no empty 10x promises.

Worked with startups and enterprises

Accenture
Adevinta
Banco Santander
Bayonet
Acklen Avenue
Manzana Verde
Accenture
Adevinta
Banco Santander
Bayonet
Acklen Avenue
Manzana Verde

Experience working with enterprise clients in banking, technology and consulting sectors

You know you need AI — you don't know where to start

Here's what I keep seeing in SaaS founders across LATAM:

You want to use AI but don't know where it's a priority

Every conference talks about 'AI for SaaS'. None tells you which process in YOUR company will pay back the investment first. You end up paralyzed or building a chatbot that nobody uses.

Agencies charge for slides, not implementation

Quotes for 'AI strategy' come with 80-slide PowerPoints, 6-month timelines, and a price tag in the tens of thousands — before a single line of code. You need someone who ships.

Your team has no time to learn ML while shipping features

Your devs are heads-down on the roadmap. Asking them to learn LangChain, RAG, vector databases, and token economics on top of that is unrealistic. You need an outside specialist.

Three ways to start, depending on where you are

From a 2-week diagnosis to AI features running inside your product.

1

🔍 AI Diagnosis (2 weeks)

Audit of your processes and product to find where AI generates the highest ROI. Interviews with founders, leads, and ops. Deliverables: priority map (impact × effort), implementation roadmap, and cost estimate per use case. You leave with clarity and an action plan — even if you don't hire me for the next step.

2

⚙️ Agents & Process Automation

Automate workflows with LLMs and agents using n8n, LangGraph, or Claude/OpenAI APIs depending on what fits your team and budget. Integrated with your existing stack: Slack, HubSpot, WhatsApp Business, Postgres, Airtable. Built so your team can maintain it.

3

🚀 AI Features Inside Your SaaS

I build AI features inside your product itself: RAG over your own data, semantic search, copilots, content generation. Includes architecture decisions, token economics, monitoring, and graceful degradation. Code lives in your repo; I work with your devs.

What people who've worked with me say

Real feedback from founders, CTOs, and teammates.

I've worked with Carlos for years. When people ask me for AI consultants in LATAM, I recommend him without hesitation.

Jose Chavez
Jose Chavez
Ex-CEO · Bayonet
I've known Carlos since 2020 when we worked together at Manzana Verde. When the time came to bring AI into the product, we didn't hesitate to bring him in as a consultant.

Carlos Andrade
Carlos Andrade
CEO · Manzana Verde
He writes the code he ships and leaves my team in a position to maintain it. No middlemen, no vague promises.

Adin Garcia
Adin Garcia
CTO · Manzana Verde
He automated key processes with AI and the impact in hours saved was immediate. Fixed pricing, no surprises, and a consultant who thinks like a founder.

Cristian Vega
Cristian Vega
Co-founder · Talently
From the very first call he tells you what's possible, what isn't, and what it costs. No slides, no detours.

Ximena Caballero
Ximena Caballero
Founder · Pipemakers
We started with an AI diagnosis and ended up shipping two features inside the product. From day one he worked with our repo, not with a PowerPoint.

Jose Mayor
Jose Mayor
Founder · Pipemakers

Packages and investment ranges

USD. Fixed pricing by scope — not by the hour.

AI Diagnosis

USD 1,500 – 2,500

Ideal for: founders who suspect AI can help but don't know where to start

  • 1-2 weeks of work, async + 3-4 sync sessions
  • Interviews with founders, leads, and ops
  • AI opportunity map for your business (impact × effort)
  • Implementation roadmap with phasing
  • Per-use-case cost estimate (USD)
  • Recommended stack (build vs buy, providers)
  • 30 days of async follow-up support
Outcome: clarity in 2 weeks instead of 3 months of conferences and Twitter threads.
Start with a diagnosis
Most popular

Implementation

USD 5,000 – 15,000

Ideal for: founders with a clear use case who need it built

  • 4-8 weeks, depending on scope
  • 1 agent or end-to-end automation in production
  • Built with n8n, LangGraph, or custom APIs (we'll decide together)
  • Integration with your existing stack
  • Token & cost monitoring
  • Documentation and training for your team
  • 60 days of post-launch support
Outcome: a working AI process in production — not a deck.
Quote my implementation

AI Features in SaaS

USD 10,000 – 30,000+

Ideal for: SaaS that want to ship AI features inside their product

  • 8-16 weeks, depending on complexity
  • Architecture and AI feature design
  • RAG, copilots, semantic search, or generation as fits
  • Integration with your real codebase (your repo, your stack)
  • Token economics: realistic margin per user
  • Observability: metrics, logs, alerts
  • Pairing with your devs so they own the feature post-handoff
Outcome: a real differentiator in your product — not a chatbot bolted onto the navbar.
Talk about AI features

Frequently asked questions

Everything I get asked in the first call.

How is this different from hiring an AI agency?

An agency sends you a senior to the kickoff and juniors to the implementation. With me, the only person on the project is me — a backend dev with 8+ years in production. Fewer meetings, fewer middlemen, and an ICP-aligned price.

Do you work async or sync?

Mostly async with 2-3 sync sessions per week (calls/Slack-huddle). I work from Spain in CET, so I overlap nicely with LATAM working hours during their mornings. All deliverables are documented in writing — no value lives only inside someone's head.

What if my team has no AI experience?

That's the common case. Part of the engagement is leaving your team in a position to maintain what I build. Internal documentation, paired coding sessions, and code reviews. The goal is not to lock you into me forever.

Do you charge by the hour or fixed price?

Fixed price by scope. I tell you up front what's in the package, what isn't, and what costs extra. If we have to change scope mid-project, we sign an amendment in writing. No surprise invoices.

What if I'm not sure I need AI?

Then the 30-min call is free for exactly that reason. If after the call I think AI isn't the right answer for you right now, I'll tell you. I prefer not to take projects that won't deliver value — bad references travel further than good ones.

Can I see your previous work?

I publish open technical content on my blog (carlos.lat/blog) and share specific implementations on a call. Client work is under NDA, but I share generalized case studies once the work is in production.

Ready to move AI from your backlog to production?

30-minute call, free. I'll tell you if I can help — and if not, who to recommend.

Let's talk on WhatsApp

Or email me at c.garcia@carlos.lat

Let's Build Your Future

Ready to discuss your next project? Fill out the form below or reach out to me directly.