Varela InsightsVarela Insights WhatsApp →

Training to lead AI projects · Monterrey and all of Mexico

8 out of 10 AI projects fail. Not because of the technology: because of decisions.

Varela Insights trains teams of 1 to 3 people from SMBs and larger companies, in Monterrey and all of Mexico, to lead artificial intelligence projects using the PMI's CPMAI methodology. They leave with their project decided (whether it starts or not, what data it needs, and how to measure it) before they invest. Taught by Irving Varela, PMI-CPMAI.

The program in 20 seconds

Start with a 15-minute session on WhatsApp, at no cost →

Varela Insights' AI project management training for companies (Monterrey, in person or remote, 1 to 3 people per company) prepares SMB owners and managers to lead AI projects using the Project Management Institute's CPMAI methodology: the team leaves with the project decided: whether it starts or not, what data it needs, and how to measure it — before investing in development. Taught by Irving Varela, PMI-CPMAI #4391271 and PMP. Program and prices at varelainsights.com/cursos.

We train your team to decide what's worth pursuing, whether you have the data, and how to tell if it works — on a real project from your company, before you spend. They leave with the project decided: it starts or it doesn't, not with a diploma. PMI's CPMAI methodology, 12- or 18-hour programs, taught by a PMI-CPMAI-certified consultant who also runs AI in production every day. The figure isn't ours: it comes from RAND (2024) — more than 80% of AI projects fail, double the rate of IT projects, and the #1 cause is leadership's decisions and expectations: not understanding what problem to solve.

Sound familiar?

The questions people bring to us

Company · Project Management / IT
  • “We're about to start an artificial intelligence project and we don't know where to begin.”
  • “How do we keep our AI project from failing?”
  • “My IT team needs to learn to evaluate AI vendors before buying.”
  • “We want hands-on training for executives that ends in a real project, not theory.”
SMB owner
  • “I want to use AI in my business without being sold hype: who can I learn from to decide what's right for me?”
  • “How do I know if my business has the data for an AI project?”
  • “Where do I start and how much will it cost me to bring AI into an SMB?”
Professional · PMP
  • “I'm a project manager and I was assigned an AI project: how do I prepare?”
  • “What training does a project manager need to lead artificial intelligence projects?”

In every case the answer is the same: before buying technology, someone on your team has to know how to decide — which use case, with what data, build or buy, how to measure whether it works, and how to put it into operation. That's what we teach, using your own case. As one client told us: “rather than you doing it, tell us how to do it ourselves.”

Three programs · depending on who is buying

Which program fits you? (PMI's CPMAI methodology)

All three share the same foundation—the six CPMAI phases applied to a real case—and differ in format, depth, and deliverable. 12- or 18-hour programs in 2- or 3-hour sessions, groups of 1 to 3 people per company, in person in Monterrey or online in any country.

SMB owner

“I don't want to be sold hype” → your first AI project

For the owner (and one or two key people) who wants to bring AI into their business without buying hype. The six phases applied to your case, in 2-hour sessions: what actually makes sense, what data you have, what to buy or build, and how to know if it works.

1–3 peopleYour own caseRemote or Monterrey
PMP → CPMAI

“I was assigned an AI project” → from PMP to AI projects

For project managers (PMP) who have been assigned an AI project. If you want to get certified, the official prep course is PMI's; here you learn to apply the CPMAI methodology to a real project, in Spanish, with a PMI-CPMAI professional. Working sessions on the six phases with real cases.

Individual or group of 3In SpanishComplements PMI's official course

What it is

  • Hands-on training based on PMI's CPMAI methodology, applied to a real case at your company.
  • Taught by a professional with a current PMI-CPMAI certification (#4391271).
  • 12- or 18-hour programs, in 2- or 3-hour sessions, for 1 to 3 people per company.
  • It ends with a decision: go or no-go.

What it is not

  • It is not PMI's official prep course, and it does not replace it.
  • It does not grant the PMI-CPMAI certification: PMI defines and issues the exam and its requirements.

Want to get certified? The official prep course and the exam are PMI's; here you apply it to a real project at your company. The budget is set after a 15-minute session, based on the people involved and the case.

For companies · At your company

What does AI training for companies using the CPMAI methodology look like?

We train your team in artificial intelligence using the PMI CPMAI methodology (Cognitive Project Management in AI), taught by Irving Varela, a PMI-CPMAI-certified consultant in Monterrey. Unlike a theory course, your team works on a real use case from your own business and, at the end, leaves with a specified AI project and a decision report (go or no-go), not a diploma.

What does the program include? 6 modules, 6 real deliverables

Each module matches a CPMAI phase and produces a concrete deliverable for your company's project, not a PowerPoint slide:

Module (CPMAI phase)What your team learnsDeliverable
1. Where does AI make sense?
(Business understanding)
Identify the right use case and estimate its returnPrioritized opportunity canvas
2. Do I have the data?
(Data understanding)
The 4 Vs of data, and where yours livesData audit for the use case
3. Prepare the data
(Data preparation)
Why 80% of success is in the dataPipeline plan + clean sample
4. What technology?
(AI capability)
Build vs. buy vs. API (LLM, n8n, bot)Justified technical decision
5. How do I know it works?
(Evaluation)
Metrics based on the cost of error + biasAcceptance criteria
6. Put it to work
(Operation)
Integration into the daily workflow, monitoring, governanceOperations roadmap + start decision

What is the training for? It's the diagnostic of your AI project

When it's over, your team doesn't just understand AI: you have a specified project and a start decision on a real use case. If it's viable, you know exactly what to build, and Varela Insights can implement it, because it already knows your data and your case. That way the training stops being a standalone expense and becomes the first, paid step of an automation project. If the case turns out not to be viable, you still win: you avoided investing in an AI project that wasn't going to work.

Honesty: the program is based on PMI's CPMAI methodology; it does not grant the CPMAI certification (PMI issues that). Irving is the PMI-CPMAI certified consultant who teaches it.

Get a quote for my company →
🧮 How much does your custom training cost? Calculate your budget here in 2 minutes →

Frequently Asked Questions

AI training for companies

Does Varela Insights offer AI training for companies in Monterrey?

Yes. Varela Insights delivers artificial intelligence training at your company, for businesses in Monterrey and the rest of Mexico, using PMI's CPMAI methodology. It's a 6-module program taught by Irving Varela, a PMI-CPMAI certified consultant, in which the team works on a real use case from their own business.

What is the CPMAI methodology and why does it matter?

CPMAI (Cognitive Project Management in AI) is PMI's methodology for managing AI projects in 6 phases, from understanding the business and the data through to operation. It matters because it keeps a company from investing in an AI project that isn't viable: the training ends with a decision report (go or no-go) on a real case. Varela Insights is one of the few in Monterrey that teaches it with a PMI-CPMAI certified instructor.

What does my team leave with?

With an AI project specified for your business, not a diploma: a prioritized use case, an audit of your data, acceptance criteria, and a decision report (go or no-go). That document defines what can be implemented next, and Varela Insights can build it (the training works as the paid diagnostic of an automation project).

Is it in person or online, and how much does it cost?

AI training for companies takes place at your company: in person in Monterrey or remote for the rest of Mexico, in a workshop format with the client's team. The budget is set to fit your needs after an initial diagnostic, based on team size and use case. For individuals, Varela Insights also offers 100% online courses (AI Operator and AI for Managers).

Is it for an SMB or only for large companies?

It works for both, with different programs. For an SMB, it's a compact version of the six CPMAI phases applied to the business's own case, for the owner and one or two key people: you decide what is worth automating, with what data, and how to measure whether it works, before spending on technology.

I'm a PMP. Does this help me with the PMI-CPMAI certification?

It helps you learn to lead AI projects with the CPMAI methodology, using real cases and in Spanish, guided by a professional with a current PMI-CPMAI certification. It does not replace the official prep course that PMI requires to sit for the PMI-CPMAI exam, nor does it grant the certification: PMI defines and issues the course, the exam, and their requirements.

Is it the official PMI course?

No. It's practical training based on PMI's CPMAI methodology, taught by a professional with a current PMI-CPMAI certification. The official prep course and the PMI-CPMAI exam are defined and issued by PMI; this training complements them by applying the methodology to a real project at your company.

Why do artificial intelligence projects fail?

According to RAND (2024, 65 interviews with data scientists and engineers), more than 80% of AI projects fail, twice the rate of IT projects without AI. The most common cause isn't technical: it's leadership's decisions and expectations (not understanding what problem needs solving, optimizing the wrong metric), followed by insufficient data, chasing the latest technology, not investing in operations, and asking AI to do what it still can't. The training tackles exactly those causes before you spend.

Irving Varela, founder of Varela Insights and instructor of the courses
Who teaches the courses

Irving Varela — Ph.D, PMP, PMI-CPMAI, PSM I

He doesn't teach theory: he runs AI infrastructure in real production for Mexican companies. Systems Administration Engineer, MBA, and Ph.D. (UANL, summa cum laude); certified PMI-CPMAI, PMP, and by Scrum.org. What you see in the course is what he implements with real clients every day.

27dental clinics (a single network) automated — recovered the investment in 45 days (−40% no-shows)
800+guards managed with AI at a private security company
6AI certifications verifiable on Credly
Verifiable credentials

See his full background →

Not sure which one is right for you?

Tell us your goal and we'll recommend the right course. We reply during business hours.

Direct WhatsApp: +52 81 2644 6504

Email: cognitive@varelainsights.com

Estimate your training budget in 2 minutes

Custom AI training for groups of 1 to 3 people per company: answer up to 3 questions and get your quote instantly.

Ask directly on WhatsApp Español