AI Transformation Partner

Transform work through AI.

Your team becomes smarter. Your processes become automatic. We help organizations understand, implement, and scale AI — without burning their best people.

The model
Learn → Use → Build
Who we serve
Small to large companies
Our role
Your embedded AI CTO
Since
2016 · Chile + USA

01 — The challenge

You know AI matters. Getting started is hard.

Most teams understand AI is important, but they're stuck — unsure where to start, uncertain which solutions fit, and unable to afford massive consulting engagements.

Tangled navy threads untangling into orderly parallel teal lines — from AI confusion to clarity
A.
AI feels like black magic

Your team doesn't understand how it works, when to use it, or how to build with it.

B.
You need solutions fast

You can't afford 6-month, $500k consulting projects. You need to move now.

C.
You want your team to own it

External consultants disappear. You need internal capability and independence.

D.
You don't fit a template

Generic solutions don't quite work. Your business is unique. You need custom.

03 — The typical journey

Learn → Use → Build. Pick your starting point.

Most customers start with coaching to build understanding, then layer in agents, and eventually build custom solutions. But you can start anywhere.

Young chagual seedling in a glass vessel surrounded by hand-drawn botanical study annotations
1

Learn AI

Coaching gets your team proficient. You understand agents, skills, MCP, and agentic backends. Your team becomes independent.

Start coaching
Mature chagual rosette on a measured grid beside teal calipers and drafting instruments
2

Use proven agents

Subscribe to agents that solve real problems. Per-user billing. Bring your own API key, or we provide one.

Explore agents
Golden chagual flower spike in full bloom traced by blueprint construction lines
3

Build custom

As you get sophisticated, build agents for your unique competitive edge — operations, marketing, social, or anything custom.

Discuss custom
20+
Years building systems
30+
Engineers led at McKinsey
3
Ways to transform
40%
Client visibility lift

04 — Why Chagual

You get a partner, not a vendor.

We're embedded in your transformation as your AI CTO.

Two colleagues working side by side reviewing an AI workflow diagram on a laptop
01

Learn at your pace

Coaching demystifies AI. Your team learns Claude, OpenAI, agents, skills, MCP, and agentic backends — deeply, not surface level.

02

Start with proven solutions

Agents we've built and tested. No need to reinvent. Lower risk, faster implementation, immediate ROI.

03

Build your competitive edge

Off-the-shelf works for most. We build the custom agents that make you different — your sustainable advantage in AI.

04

Stay embedded

We don't build and disappear. Your team owns the work. We stay as your AI CTO through the entire transformation.

05

Works at any size

Small, mid-market, or large. The model scales: coaching → agents → custom. Pick your entry point and grow from there.

06

Sustainable pricing

No $500k engagements. Hourly coaching, monthly agent subscriptions, scoped custom projects. Pricing that works for growth companies.

05 — Proof

From digital blindspot to AI-driven growth.

Industrial steel tubes in a dark manufacturing warehouse lit by a band of teal light

Mecanotubo

Industrial Manufacturing · Latin America
Challenge
  • Outdated legacy website
  • No visibility into digital performance
  • No AI strategy or digital plan
  • Losing ground to digital-native competitors
What we did
  • Modern website redesign
  • AI-driven content & SEO strategy
  • Analytics & tracking setup
  • 12-month AI transformation roadmap
Results
  • 40% improvement in digital visibility
  • Data-driven content strategy live
  • Clear AI roadmap for growth
  • Competing as a digital business
"They understood both sides — technical and business. He didn't just build something. He made sure we could own and operate it." — Mecanotubo Leadership

Ready when you are

Ready to transform work through AI?

Let's talk about where you are, what you want to build, and how we can help. 30 minutes. No pitch. Just a real conversation about your transformation.