Industrial AI · Cross-border operations

We build the AI and operations behind industrial work.

A US–Mexico bicultural consultancy. We help builders navigate manufacturing, trade, and AI without the consulting theatre.

10+ clients
Active enterprise systems shipped — agencies, manufacturing, finance, hospitality
2 practices
AI Agents · Humanoid Supply Chain
4 clusters
Mexico manufacturing footprint mapped: MTY · JRZ · GDL · Bajío
USMCA-compliant by design · Production-grade AI · Bicultural by construction

Practices

What we operate for industrial clients.

Two practices today. Both share an industrial-grade execution standard, cross-border operations, and honest scoping.

Active practice

AI Agents for Enterprise

Production-grade AI agents and digital workers that operate as part of your team. 10+ enterprise systems live across marketing, supply chain, sales, finance, hospitality, and automotive.

See case studies
New · 2026

Humanoid Supply Chain — Mexico

We help US humanoid robotics companies build a Mexico-based supply chain for the components they need now — without going to Jabil or to China.

Read the deep-dive

Why us

Industrial-grade execution. Honest scoping.

We name what we don't do

The fastest path to credibility with industrial clients is being explicit about your edges. We tell you up front what we cannot deliver — so the conversation about what we can deliver moves at speed.

Bicultural by construction

We operate fluently across US and Mexico business cultures, legal frameworks, and supply chains. Not a translation layer — a native one on both sides.

Production-grade, not demos

Our AI agents run in production at enterprise clients today. We measure delivery in lines of code shipped, hours saved, and processes governed — not slides.

Talk to us about industrial AI and Mexico nearshoring.

Honest scoping. No consulting theatre. We name what we do — and what we don't.