Passed, first attempt, study time: 1 week
I just passed the IAPP AIGP barely. My score was 30x/500. Mine is probably not a good preparation model to follow, but it might give people an idea of what the bare minimum can look like.
For info, AIGP is the first IAPP certification exam I take.
My preparation
Due to some disastrous time management, I only seriously studied for about one week before the exam, roughly 3–5 hours per day.
In hindsight, I would probably want to double that effort to feel reasonably confident about getting a safe pass.
My main resource was Dr. David Kyle’s AIGP course.
What I managed to complete:
- All lecture videos, mostly at 2.0x speed
- About 30% of the flashcards
- 2 of the four available mock exams provided by course.
- My mock scores 8x% range to 9x%
That last part gave me a false sense of security.
Despite doing very well on my final mock, my actual AIGP score was only 30x/500 — a very narrow pass.
The real exam was MUCH harder than the practice questions
It's not a surprise, but the actual exam felt considerably more difficult than any of the practice tests I did.
Process of elimination is extremely important when doing multiple choices questions.
I also thought a number of questions were poorly or ambiguously framed. There were probably at least 10 where I felt important facts and info were missing.
My basic approach was:
Learn → Quiz → Review mistakes → Quiz again → Review again
I strongly believe that you learn this material by repeatedly testing yourself rather than just rereading notes.
Unfortunately, there does not seem to be a huge bank of high-quality AIGP MCQs available. If I could go back, I would definitely complete every mock exam available to me.
Another thing I didn't have enough time to do: read the major legislation/frameworks themselves at least once.
Dr. David Kyle's course was extremely helpful, but I would describe it like this:
The course gives you the skeleton, the structure, and the door into the subject. You still benefit enormously from opening that door and reading some of the original materials yourself.
For things like the EU AI Act, GDPR-related concepts, NIST AI RMF, OECD principles, etc., I think reading the relevant original text/framework at least once would have helped me internalize the distinctions rather than just remember what the slide deck said.
Memorization absolutely matters. There are terms, frameworks, roles, lifecycle stages, regulatory distinctions, etc. that you simply need to know.
But one thing I wish I had spent much more time doing was connecting the dots.
The hard part was not knowing individual definitions, but understanding:
- how concepts relate to each other;
- which governance controls apply at different lifecycle stages;
- how laws, standards and voluntary frameworks interact;
Final thoughts
If you have enough time, don't study the way I did. One week at 3–5 hours/day was enough for me to scrape through, but based on how close my score was, I wouldn't consider it a safe strategy at all.
And don't get overconfident because you're scoring 80–90% on practice exams. The real exam humbled me very quickly.
Good luck to everyone preparing!
