Two people told me this month that they passed the PgMP.

Rosen Rangelov in the first week, Leila Castellanos a few days later.

Two is not data. I want to be honest about that before I draw anything from it. But both of them, independently, pointed at the same thing, and it was not the question volume or the analytics.

Rosen wrote that the simulator “helped shape my thinking around PMI’s program management framework.” Leila wrote that it “challenged me to think beyond simple memorization and focus on understanding PMI’s program management framework and decision-making approach.”

Same word, twice, from two people who have never met: thinking.

That is not what I expected when I started building this.

I assumed the value would sit in coverage. Get the domain weighting right, match the ECO, write enough scenarios, and candidates will have what they need. Coverage is table stakes, it turns out. What people actually came back for was the correction loop. Answer, get told why the plausible alternative fails at the program level, adjust, go again.

I should have seen it earlier, because it is the thing I got wrong in my own preparation years ago.

I read.

I read a great deal.

And I walked into scenarios where all four options looked reasonable and discovered that recognition is not selection. Knowing what a benefits management plan is does not tell you whether to escalate to the steering committee or run the root cause analysis first. That second skill only shows up through reps.

Leila put words to something else that I have been circling for a while. She told me that when she asked other PgMP holders for lessons learned, very few could give her a clear roadmap.

Her read: every candidate learns differently.

Her own style, in her words, is learning “through answering questions, analyzing mistakes, and understanding the reasoning behind the answers.”

That reframed the problem for me.

The PgMP advice ecosystem quietly assumes one learner: the person who absorbs a standard by reading it end-to-end.

Candidates who do not work that way collect five contradictory study plans, fail to make any of them stick, and conclude they lack discipline.

They usually do not.

They have a mismatch, and nobody told them mismatches exist.

Two things I would take from this if you are preparing.

First, audit your ratio rather than your hours. Not how much you studied, but how it was split between reading and deciding under exam conditions. Most people are lopsided toward reading and meet the selection skill for the first time on exam day, at $800 per attempt.

Second, stop shopping for the plan that worked for someone else. Find out how you actually learn, then build your preparation around that. Leila did exactly this, which is why her advice is worth more than the roadmap she could not find.

The uncomfortable corollary for me as a builder: the most valuable thing a prep tool can do is tell you that you were wrong, clearly enough that you understand why.

That is not a feature people put on a landing page.

It is just the work.

→ The full analysis

→ Rosen’s story

→ PgMP Exam Simulator

Best from Hamburg,

Markus

Most people prepping for the PgMP already hold the PMP.

That is the problem.

The PMP rewards a specific instinct. A component slips, you recover the schedule. As the scope grows, you protect the baseline. A risk appears, you mitigate it and move on.

That instinct passed your PMP.

On the PgMP, it produces wrong answers with confidence.

The reason is the unit of value. A project delivers an output. A deliverable, a system, a feature. A program delivers a benefit. A capability the organization did not have before, measured in outcomes the sponsor actually cares about.

Everything the exam tests rests on that one distinction.

Look at what changes when the unit of value changes.

A component project falls three months behind. The project answer recovers the schedule. The program answer asks whether that component still serves the benefit. Sometimes the correct program decision is to cancel a component that is on time and on budget because the underlying benefit case has collapsed. On the exam, the schedule-recovery answer is the distractor. It looks responsible. It is the wrong altitude.

Stakeholders work the same way. On a project, you manage a stakeholder list that stays mostly stable through delivery. In a program, the stakeholder landscape shifts as benefits land, components close, and the business environment shifts beneath you. Engagement is continuous, not a plan you write once.

Risk changes, too. Project risk threatens the deliverables. Program risk threatens benefit realization, meaning a risk can exist entirely outside your components. A market shift, a regulatory change, a dependency in a program you do not control. The exam expects you to see risk at that level.

Here is how to use this from your first study session.

Tag every concept you review with one question.

Does this serve the deliverable or the benefit?

Governance, quality, procurement, change control, all of it. If your answer defaults to the deliverable, you are still reading as a project manager, and the exam will find it.

When you practice questions, read the stem twice. The first read finds the right knowledge. The second read checks the altitude. Most candidates who missed questions knew the material. They answered at the project level on a program-level question.

Watch for the answer that looks the most responsible. Recover the schedule. Hold the baseline. Escalate immediately. These are project reflexes dressed as good management. In a program, the better answer often protects the benefit at the cost of the component, and it rarely feels comfortable.

The mindset shift is the whole exam.

Domain weights, question types, and process knowledge all lie at the intersection of output and benefit. Get that difference into your reflexes early, and the rest of your prep compounds. Skip it, and you will study hard and still answer as a project manager on exam day.

Next week, we go into Domain I, Strategic Program Alignment, and why the exam starts testing you before the program plan even exists.

The simulator’s Learning Mode gives you instant feedback on exactly these altitude errors, so you catch project-level reasoning while it is still cheap to fix.

Create a free account and complete 25 questions in Learning Mode without a credit card HERE.

Markus

The PMP exam has changed. Most prep tools did not.

That gap is why many candidates walk into the exam feeling ready and walk out surprised. Their prep looked right, their practice scores were fine, and the real questions still felt unfamiliar.

Today, three things have changed on the exam, and one simulator was built specifically for them. No hard sell, just the pattern.

Change 1: Domain weights moved meaningfully

The old exam was split into People 42%, Process 50%, Business Environment 8%.

The new exam is split into People (33%), Process (41%), and Business Environment (26%).

That last number is a 3x jump.

Business Environment now covers roughly 1 in 4 questions: compliance, governance, organizational change, benefits realization, strategic alignment, and AI ethics. All heavily weighted. All are underrepresented in most legacy prep pools.

If you are studying by the old weights, you are over-allocating time to People and Process and skipping the domain that has grown.

Change 2: The task list dropped from 35 to 26

PMI retired 35 tasks. Many were tied to ITTO recall mechanics or duplicated content across domains. What remains is a leaner set of 26 judgment-focused tasks.

Prep tools built before the transition still test the retired 35. Same content, new labels. The tests feel valid until you sit the real exam, and the question patterns are different.

Test any prep tool with a single question: “Were the questions written for the new ECO, or were old questions edited?”

The honest answer tells you what you are buying.

Change 3: Scenario judgment replaced ITTO recall

The new exam does not reward flashcards. Direct ITTO recall questions are gone. What replaced them is scenario-based judgment: short paragraphs describing an ambiguous situation, four plausible-sounding answers, one right answer based on the dominant principle at play.

You cannot memorize your way through that. You have to pattern-match, which requires exposure to hundreds of scenarios across all three domains and both delivery approaches (predictive and adaptive).

Most prep tools are still built for the old style. They train the wrong muscle.

The simulator I built

I built the PMP Simulator from PM Career OS from day one for the new ECO, because I did not see a rebuild on the market. Most competitors patched their pools instead of rewriting them.

Three things it does that most others do not:

1. Domain-weighted scoring using the new ECO weights (33/41/26). Your score reflects the real exam composition.

2. Approach tagging for every question (predictive, adaptive, hybrid). You see your weakest approach and can drill it directly.

3. Every question references the PMBOK Guide or the Agile Practice Guide, so you can trace your reasoning back to the standard.

1.000+ scenario-based questions in the Deluxe edition. Three editions starting at 29 EUR. Monthly subscription available. 30-day money-back guarantee.

If you want to test the question style before deciding, there is a free 25-question demo.

The framing that matters

The PMP exam fee is 555 EUR. The retake fee is 375 EUR. Failing once costs 930 EUR before you even sit again.

The right prep tool is not the cheapest one. It is the one built for the exam you are actually taking.

Markus

P.S. If you have a question about which edition fits your exam timeline, reply to this email. I read every reply.

The PgMP Simulator is live. This is not a beta, not a waitlist, not a teaser.

It is live and taking users.

Here is what it is:

1,000+ scenario-based questions across all five ECO domains (current ECO alignment). Four practice modes: Learning Mode with instant feedback after every question, Quiz Mode for targeted topic sets, Weakspot Training that isolates…

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This is the first edition of “Program Management Excellence” in its new format. Shorter on links, longer on substance. One topic per edition, treated with the depth this audience deserves. No more roundups, no more dis…

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Today is the day.

The PMI-CPMAI™ coaching program launches today.

The 20% discount ends at 3 pm CET!

So let me be direct:

If you’ve been thinking about CPMAI, today is decision day.

Not because of the discount (though saving 20% is nice).

But because in 12 weeks, you’ll either be:

→ PMI-CPMAI™ certified, positioned as the AI-ready PM your organization needs

OR

→…

Read more

1 day left.

Tomorrow, the program starts. The discount ends. Enrollment stays open—but at regular price.

Here’s what matters more than the discount:

In 12 weeks, you could be PMI-CPMAI™ certified.

In 12 weeks, you could be the PM your organization trusts to lead AI initiatives.

In 12 weeks, you could be positioned for the AI Program Manager roles opening up …

Read more

2 career truths about CPMAI:

Truth 1: The market is moving faster than certification rates

Job postings I’m seeing right now:

• “AI Program Manager - CPMAI preferred”

• “AI Governance Lead - PMI-CPMAI required”

• “Digital Transformation PM - AI certification mandatory”

Early adopters get the advantage. Late adopters compete for scraps.

Truth …

Read more

Hey,

3 days left. 3 real scenarios where CPMAI saves your project:

Scenario 1: The Undefined Problem

Team wants to “use AI for customer service.” No clear business objective. No success metrics.

CPMAI Phase 1 (Business Understanding) forces you to define value before building. Saves months of wasted effort.

Scenario 2: The Biased Model

Model is technically ac…

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Hey,

4 days until the discount ends.

4 things you’ll master in CPMAI that traditional PM certifications don’t cover:

1. Because AI doesn’t deliver deterministic results, it manages probabilistic outcomes. Your job: translate uncertainty into business decisions.

2. Data governance frameworks: 60-80% of AI project time is data prep. Most PMs underestimate this. CPM…

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Hey,

5 days until my CPMAI coaching program starts.

5 days to secure 20% off the official PMI-CPMAI™ certification.

5 reasons this matters now:

1. PMI calls CPMAI “the gold standard” for AI project management

2. 70% of AI projects fail due to weak delivery—CPMAI gives you the frameworks to be in the 30% that succeed

3. Official PMI certification + live coaching (not …

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PMI published something you need to read.

In their blog post, they explain why most AI projects fail - and it’s not what you think.

Not weak technology. Not weak talent.

Weak delivery.

Organizations lack a structured approach for AI’s unique challenges: data drift, probabilistic outcomes, and governance gaps.

That’s why PMI creat…

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Most AI projects don’t fail because of bad code.
They fail because we try to manage them like any other IT project.

Traditional PM frameworks simply aren’t designed for:

• iterative model training

• the unpredictability of data quality

• the ethical and governance risks tied to AI

That’s where CPMAI (Cognitive Project Management for AI) comes in.
It’s the only struc…

Read more

Hello Community,

Let’s face it: Many project leaders are being asked to “take the lead on AI” - but without the tools, structure, or training to do it right.

⚠️ Classic PM methods were built for predictable, deterministic projects.

But AI initiatives?

They’re messy, data-driven, and full of uncertainty.

That’s why CPMAI — Cognitive Project Management for AI …

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Dear Community,

4.500+ Subscribers demonstrate the demand for this Newsletter.

We are delighted to present the eighth issue today, featuring excellent news, expert tips, and exclusive offers.

This time, we do have these topics for you:

✨ Why I Partnered with IIL — and What It Means for You

✨ Free…

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And if you’ve ever caught yourself thinking:

"I’ll sign up next month..."
"I just need a bit more time..."
"I’m not sure I’m ready yet..."

Let me be honest:
That’s not hesitation. That’s momentum trying to break through.

Read more

👉 I just reviewed a book that nails this perfectly:
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🎯 In my review, I break down what works, what’s missing, and how even seasoned PMs can benefit fro…

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Welcome to the third Issue of 'AI @ Business Transformation'

Dear Leaders and Visionaries,

In the rapidly evolving global business landscape, the integration of Artificial Intelligence (AI) is a beacon of innovation, driving unprecedented changes across all sectors. As a business consultant with a deep-rooted passion for digital transformation and AI inte…

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🚀 𝗞𝗲𝘆 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀:
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🔍 𝗪𝗵𝗮𝘁’𝘀 𝗶𝗻𝘀𝗶𝗱𝗲?

✔️ Meta Ends Fact-Checking: Facebook drops third-party fact-checking, moving to Community Notes—what this means for misinformation.

✔️ OpenAI Unveils o3 Model: The latest frontier AI model introduces simulated reasoning and program synthesis for complex problem-solving.

✔️ White House AI Executive Order: The U.S. government lau…

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