Automation is easy to buy. Making it perform at scale is harder.

I help leaders decide where automation, robotics, and AI can create real value, and what it takes to deliver it.

500+ automation projects · $2.1B+ project portfolio · Experience across more than 20 countries.

The real automation challenge is not the technology.

It is deciding where to automate, what to prioritize, and whether the operation is ready for what comes next.

The equipment is only one part. The business case must hold, the operating model must adapt, and the organization must be ready to execute.

Better technology cannot rescue a poor decision.

Built from operating experience, not observation from the sidelines.

For more than two decades, I have built and scaled engineering, automation, and logistics systems across the United States, Latin America, and Europe.

My career includes work with organizations such as Amazon, Mercado Libre, Ingram Micro, Microsoft, UPS, and Nike.

That experience shapes how I evaluate technology: through the operation it must improve and the results it must produce.

Gabriel Pastrana

Smart Automation Newsletter — Where automation meets operating reality.

Most automation news ends with the announcement.

Smart Automation starts there.

Each week, I examine one consequential development in automation, robotics, or AI:

What changed. What others may be missing. What it means for the people accountable for the investment and the outcome.

One thesis. Four minutes. No filler.