Learning track · 4 stages · 12 programs
Walk in with AI work you can show, not frameworks you can recite.
One ordered path for MBA, PGDM, and MS candidates. Build a 30-day fluency base, go deep in your own domain, and finish ready for AI product interviews.
When the panel asks what you have done with AI, you will not answer. You will open your laptop.
Question two is where most candidates run out of evidence. This track is thirty days of making yours expensive.
What you hold on day 30
Four artifacts, not four videos you watched.
All four come out of one running case study, Banyan Foods and Beverages, worked from orientation through to the board.
A 60-second explainer bank
How AI works, what it cannot do, and why it makes things up, written in your own words.
Asked to explain AI to a non-technical stakeholder, this is the answer.
The AI opportunity assessment
An audit of the case company's nine-item wishlist. What is real, what is theatre, what the unit economics say.
Asked to separate a real use case from hype, you have done it in writing.
The both-sides brief
A risk sweep, the regulation picture, and a written argument for both sides of a question with no clean answer.
When a GD pushes you to argue the other side, you have rehearsed it.
The board memo, presented on camera
A board-ready recommendation for the case company, plus your own recorded presentation of it.
Asked what you have actually done with AI, this is what you open.
The interviewer's math
How a claim dies in three questions.
Panels hear forty identical claims a week, so they discount all of them. A claim costs nothing to make. Work costs thirty days, and they can tell the difference in about ninety seconds.
Yes, I have done courses. Everyone passes this one.
Most candidates die here.
Only people who did the work survive.
| The other path, and why it fails in the room | Cost of the evidence | ||
|---|---|---|---|
| Recorded video coursesYou watched someone else's work, so it dies at question two. | Near zero | ||
| CertificatesPanels have seen the same one hundreds of times. It signals attendance. | Near zero | ||
| Reading and prompt listsKnowledge with no artifact. Nothing to open, nothing to walk through. | Near zero | ||
| Learning on the jobThe interview happens before the job. | Not yet paid | ||
| This trackYou walk through why the model misclassified a category, because you were there when it did. | 30 days | Evidence |
A claim costs nothing to make. Work costs thirty days, and a panel can tell the difference in about ninety seconds.
How the path runs
Four stages. Each one ends with something you can show.
Base first, then the domain closest to your target role, then the interview stages. The order is the recommendation, not a lock.
| Stage | What happens | You end up with | Programs |
|---|---|---|---|
| 01 The 30-day base45 minutes a day | A month of daily hands-on work on one running case study, orientation to board memo. | 4 artifacts | 1 program |
| 02 Depth in your domainPick one, the rest stay open | Operations, finance, marketing, consulting, or procurement. The procurement fork runs on real spend data. | Work products | 7 programs |
| 03 The product seatWhere your frameworks earn their keep | What the AI PM role actually involves, what panels look for, and how to build the evidence they ask about. | A route in | 1 program |
| 04 Interviews under fireUntil the hard ones stop being hard | Interview mastery plus a bank of real AI PM questions with model answers to rehearse against. | Practised answers | 3 programs |
Most of the value lands inside two to three months, depending on how much time you give stages two through four.
The 30-day base, day by day
Every day, one task, one output.
No filler modules, no bonus content. This is the actual outline of AI Fluency for MBAs.
Orientation, before week 14 chapters
- 0.1Why every MBA interview is now an AI interview
- 0.2Meet the case study: Banyan Foods and Beverages wants an AI strategy
- 0.3The four-week roadmap
- 0.4Setting up your toolkit
Week 1 · How the machine actually works6 chapters
- 1.1What an LLM actually does
- 1.2Why it makes things up, and why that is not a bug getting fixed soon
- 1.3The capability map: can, cannot, and can with caveats
- 1.4Talking to the machine like a professional
- 1.5Checkpoint: briefing Banyan's strategy head
- 1.6Artifact: your 60-second explainer bank
Week 2 · The business lens6 chapters
- 2.1The subtraction skill: real opportunities against AI theatre
- 2.2Checkpoint: auditing Banyan's nine-item wishlist
- 2.3The money: AI unit economics an interviewer will respect
- 2.4Build, buy, or wrap
- 2.5Side quest: the same audit in a different industry
- 2.6Artifact: the Banyan AI opportunity assessment
Week 3 · Judgement, risk, and both sides6 chapters
- 3.1The risk sweep: what goes wrong when AI ships
- 3.2The regulation picture in twenty minutes
- 3.3Arguing both sides: the GD engine
- 3.4The questions with no clean answer
- 3.5Checkpoint: the board gets nervous
- 3.6Artifact: the both-sides brief
Week 4 · The board memo and the placement-ready finish6 chapters
- 4.1Writing the board memo
- 4.2Checkpoint: presenting to the Banyan board
- 4.3Making it placement ready
- 4.4The AI question bank: what they actually ask
- 4.5Where you go next
- 4.6Artifact: the board memo plus recorded presentation
You are not doing this alone. Notes and discussion on every lesson, an AI tutor for the stuck moments, and a community working the same thirty days alongside you.
Everything inside
The 12 programs, in order.
Each line is the claim you can make honestly once you finish it.
| Program | The claim you earn | Lessons | Stage |
|---|---|---|---|
| AI Fluency for MBAs: The 30-Day Base | I understand how AI works and can prove it in sixty seconds. | 91 | 01 Base |
| AI in Your Domain for MBAs — The Depth Fork (Operations Track) | I have applied AI to real operations problems. | 90 | 02 Domain |
| AI in Your Domain for MBAs — The Depth Fork (Finance Track) | I have applied AI to real finance problems. | 90 | 02 Domain |
| AI in Your Domain for MBAs — The Depth Fork (Marketing Track) | I have applied AI to real marketing problems. | 90 | 02 Domain |
| AI in Your Domain for MBAs — The Depth Fork (Consulting Track) | I have applied AI to real consulting problems. | 90 | 02 Domain |
| Foundation of Source to Pay (Interactive) | I know how a company actually buys, receives, and pays. | 9 | 02 Domain |
| See Where the Money Goes: Spend Analysis with Claude Code (Interactive) | I have analysed real spend data and can walk you through it. | 18 | 02 Domain |
| Procurement Category Analysis Cookbook Using Claude Code (Interactive) | I have run category analysis the way an analyst is paid to. | 11 | 02 Domain |
| How to Become an AI Product Manager | I know what the role involves and what I still need. | 102 | 03 Seat |
| AI PM Interview Mastery | I have rehearsed the questions your panel is about to ask. | 63 | 04 Fire |
| Real AI PM Interview Questions | I have written answers to real AI PM interview questions. | 63 | 04 Fire |
| The AI Interview — Delivery Under Fire | I can hold the answer when the follow-up gets harder. | 92 | 04 Fire |
Opening a program needs an active plan that includes it. Each line is the claim you can make honestly once you finish it.
The deal
One plan, the whole track.
Immediate access to every program above, and a 14-day full refund on the yearly plan.
FoundationThe whole academy: every program, the full video library, and the Career Toolkit.
$699/year
Before you buy
The questions people actually ask.
Is there a free trial?
No, and that is deliberate. Do real work from day one and judge for yourself. On the yearly plan every rupee comes back inside the first 14 days.
I am not technical. Can I actually do this?
Yes. The base assumes no technical background and works in plain English. The hard part is describing a business problem precisely, which is the thing your MBA already trained.
Does this guarantee a job?
No, and nobody honest can. What we promise is what you walk in holding: four artifacts and a month of documented work. If you go yearly and it is not for you, the 14-day refund stands.
Which domain track should I pick?
Start with the one closest to the role you are interviewing for. The others stay available, and plenty of students do a second once the first is working for them.
How long does the whole track take?
The base is thirty days at about 45 minutes a day. The later stages depend on the time you give them, so the honest answer is a range. Most of the value lands inside two to three months.
Who this is not for. If you want a certificate to paste on LinkedIn, do not buy this. The thirty days are the product. Do the work and it changes your interviews. Skip it and keep your money.
Your next interview is already on the calendar. Start the base today and you have four artifacts before the month is out. Start with the 30-day base · $699