The Paradox of Mexican Talent Training in the AI Era

At Platzi, we've spent the past year helping a large Mexican conglomerate transform its internal employee training system. The goal is an ambitious combination of fundamental AI skills with a complete redesign of how every team learns to become a top performer in the agentic era.

Every other meeting, a new executive seems to discover, for the first time, that this project exists. They follow a pattern of confusion, frustration about being left out, annoyance at having to catch up on the details, and finally, excitement about what's possible.

And every time it happens, the full rollout gets delayed.

This is a project backed by the CEOs of every company in the group, supported by the corporate office, and blessed by the head of the family. Even so, it keeps getting pushed back.

The AI era has brought a miracle of speed to knowledge processing, context summarization, and simplification of complex business intelligence practices. It's never been easier to navigate how a company works from the inside. Today, almost every employee who works behind a computer has an AI tool guiding tasks and finding facts. It is a revolution.

Except when it comes to how companies think about education.

Paradoxical Investment

Education is a paradoxical investment. Everybody agrees it's important, but no one treats it with urgency. We've moved beyond the outdated belief that companies shouldn't train employees because they might leave. Most organizations today have dedicated budgets, L&D teams, or a corporate university, almost always reporting into HR.

Yet the speed of AI adoption makes this old operating model increasingly dangerous. A company can buy licenses for the best AI tools in the market and still see almost no productivity gains if its teams do not understand how to use them, when to trust them, or how to redesign their work around them. Technology adoption without education is simply expensive software deployment.

That's the problem. Corporate education is an unfair burden on HR. They rarely have the authority to tie it to business outcomes. And few teams are willing to move that responsibility where it belongs.

If companies treated education as a strategic investment, they would attach business metrics to it. Some functions already do. Sales enablement is a core component of every VP of sales, with clear KPIs like time-to-quota, sales cycle length, and conversion rates. But for most internal education programs, the only metrics are completion and compliance.

Did employees take the course? Did they pass an exam? That's where measurement ends.

But the real questions are harder and much more useful. Did the finance team close the month faster? Did customer service reduce resolution time? Did engineers ship better products with fewer bugs? Did managers make decisions with more complete information? Did employees automate repetitive work and dedicate more time to problems that actually require human judgment?

If training succeeds inside a company, the business takes the credit. If it fails, HR absorbs the blame.

Execution Strategy

That's why the executives I meet at this conglomerate keep postponing decisions. They have no reliable way to measure the obvious business impact that AI-powered education could have across their organizations. They know it's a good idea. They simply have bigger priorities: The ones attached to their business goals.

The irony is that education should not compete with those priorities. It should be the system that makes them easier to achieve. Training becomes urgent when it is connected to revenue, operating margin, customer satisfaction, product velocity, or employee retention. The moment a business leader owns one of those outcomes, education stops being an HR initiative and becomes an execution strategy.

Education may be the easiest investment a company can make because its returns compound across every function. Guaranteed. But it takes a special boss to have the courage to actually measure it by a business metric, instead of just the checkbox of completion.

Thankfully, some bosses are special.