Free Series
30 Days. 30 Free AI PM Frameworks — Browse all of them →Day 1: The AI Product Landscape — AI-native vs AI-enhanced vs AI-enabled vs AI-augmentedDay 9: CRISP Prompting Framework — Improve your AI output accuracy from 65% to 85%Day 28: AI PM Career Framework — 3 pathways to become an AI PM with timelines & salariesDay 7: AI Metrics Framework — 3-layer metrics hierarchy every AI PM needsDay 14: Evaluation & Testing Framework — Ship AI features at >85% qualityDay 17: AI Product Roadmap Framework — Now 70% · Next 20% · Future 10%Day 2: Build, Buy, or API Decision Framework — Make the right call every time30 Days. 30 Free AI PM Frameworks — Browse all of them →Day 1: The AI Product Landscape — AI-native vs AI-enhanced vs AI-enabled vs AI-augmentedDay 9: CRISP Prompting Framework — Improve your AI output accuracy from 65% to 85%Day 28: AI PM Career Framework — 3 pathways to become an AI PM with timelines & salariesDay 7: AI Metrics Framework — 3-layer metrics hierarchy every AI PM needsDay 14: Evaluation & Testing Framework — Ship AI features at >85% qualityDay 17: AI Product Roadmap Framework — Now 70% · Next 20% · Future 10%Day 2: Build, Buy, or API Decision Framework — Make the right call every time
Live Cohort4 WeeksAll Levels

Become an AI Product Manager in 4 weeks.

A live, intensive cohort for beginners, career switchers, and junior PMs who want to master AI product management — with real deliverables, direct coaching, and a career plan that actually works.

4
Weeks
8
Live sessions
1:1 coaching
4
Deliverables
20–30
Seats only
Next cohort · Limited to 20–30 seats
Who this is for

Built for where you are right now.

No matter your background, there's a clear path from where you are to where you want to be.

New to Product Management

Beginners

You've heard about AI PM roles, you're curious, but you don't know where to start. This cohort gives you the full foundation — from how LLMs actually work to writing your first AI PRD.

Transitioning into AI PM

Career Switchers

You're a developer, analyst, designer, or business professional who wants to move into product. Your background is a superpower here — we'll show you how to position it for AI PM roles.

Already in PM, want AI depth

Junior PMs

You have the PM basics but feel left behind on AI. RAG, agentic systems, LLM evals, token economics — this cohort makes these concepts second nature so you can lead AI product work confidently.

Ready to grow faster

Associate PMs

You're in a PM role and want to stand out for promotion or your next opportunity. The AI PRD template, interview prep, and portfolio projects give you tangible proof of skills, not just a certificate.

Sound like you?

Curriculum

4 weeks. 4 deliverables. 1 career-ready portfolio.

Each week builds on the last — from understanding AI to shipping it, to landing a job doing it.

Week 1

AI Product Foundations & Mental Models

Build the thinking framework every AI PM needs to operate with confidence

How LLMs actually work (PM lens)
RAG vs. fine-tuning explained
AI vs. traditional product thinking
AI product landscape & players
Responsible AI & ethics basics
AI Opportunity Canvas framework
Deliverable

AI Opportunity Canvas for a real product of your choice

Week 2

Discovery, Strategy & Prioritisation

Learn to define the right problems to solve with AI — and say no to the wrong ones

Jobs-to-be-done for AI products
User research for AI features
RICE-AI prioritisation model
Build vs. buy vs. API decisions
AI product roadmap horizons
Defining success metrics for AI
Deliverable

Prioritised AI feature backlog + 3-horizon roadmap

Week 3

Building, Shipping & Evaluating AI

Go from PRD to production — understand the technical realities of shipping AI products

Writing AI PRDs (10-section template)
Prompt engineering for PMs
LLM evaluation frameworks
Agentic AI & multi-agent systems
Cost, latency & token economics
Hallucination, drift & guardrails
Deliverable

Full AI PRD for a product of your choice

Week 4

Career, Interviews & Launch Readiness

Convert everything you've learned into a career that moves — fast

AI PM resume & LinkedIn optimisation
Top 50 AI PM interview questions
Live mock interview practice
Portfolio project presentation
AI tools stack for daily PM work
30-day post-cohort action plan
Deliverable

Portfolio project showcase + interview-ready profile

Outcomes

What you'll be able to do.

Concrete skills you can demonstrate in a job interview, on the job, or in your own product.

Write a complete AI PRD

Using the 10-section template, ready to share with engineering and design teams.

Explain LLMs & RAG clearly

To stakeholders, in interviews, or your own team — without sounding like a textbook.

Apply AI frameworks at work

RICE-AI, roadmap horizons, and the AI Opportunity Canvas in real product decisions.

Ace 50 AI PM interview questions

Practised live with feedback, so you walk into interviews feeling prepared and confident.

Define AI product metrics

Latency, accuracy, user trust, cost per token — measure what actually matters for AI.

Present a portfolio of 4 projects

Tangible proof of skills that hiring managers can actually evaluate.

Everything included

Everything included. Coming soon.

Join the waitlist to get early access and pricing details.
01
8 Live Group Sessions

2 sessions per week, 90 minutes each. All recorded so you never fall behind.

02
4 × 1:1 Coaching Calls

One private 30-min call per week with Shardul. PRD review, interview prep, or career advice — you set the agenda.

03
Weekly Deliverables + Feedback

Four hands-on projects — Canvas, Roadmap, PRD, Portfolio — each with structured written feedback.

04
Full Resource Bundle

3-hour Masterclass recordings, AI PM Handbook, Toolkit templates, Interview Prep Guide — all included.

05
Resume & LinkedIn Review

Personalised feedback on your resume and LinkedIn to position you specifically for AI PM roles.

06
Live Mock Interview Session

A structured mock interview using real AI PM questions — with detailed feedback on your answers.

07
AI PM Insider Community

Lifetime access to the community. Job alerts, daily insights, peer support, and alumni network — forever.

08
Certificate of Completion

A shareable certificate for LinkedIn and your resume, marking you as an AI PM Intensive graduate.

09
30-Day Action Plan

A personalised plan for what to do after the cohort ends — so your momentum doesn't die on Day 29.

Coming soon · Limited to 20–30 seats per cohort

Weekly schedule

6–8 hours a week. Designed for busy people.

Structured around working professionals and students — intense enough to work, flexible enough to fit.

Monday
Live Session 1

Core concept + frameworks

Live90 min
Tue–Wed
Async Content

Reading, tools, case studies

Self-paced1–2 hrs
Thursday
Live Session 2

Application, case study, Q&A

Live90 min
Friday
1:1 Coaching Call

Private session with Shardul

1:1 Private30 min
Sunday
Deliverable

Submit weekly project

Submit1–2 hrs

Your instructor

Shardul Nayak

Shardul Nayak

AI Product Strategist & Educator
AI StrategyProductConsulting

AI Product Strategist and educator working at the intersection of product management and artificial intelligence. As a consultant, I work with companies building real AI products — on strategy, roadmaps, team structure, and execution.

I created the AI PM Insider community and the AI PM Intensive cohort to make world-class AI PM education accessible to everyone who wants it — not just those who can afford ₹1.5 lakh programs. Everything I teach is drawn from what's actually working in the industry right now. No recycled slides from 2022.

My consulting spans AI opportunity assessments, product strategy for AI-powered features, and executive workshops for leadership teams. I'm not tied to any vendor or platform — the advice I give is always in the student's best interest.

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FAQ

Common questions

Next cohort · 20–30 seats

The next cohort fills fast.

Limited to 20–30 seats per cohort. Join the waitlist to be first in line.

Coming soon · Limited seats