What you'll cover
6 focused modules. 3 hours. Every minute has value.
Foundations & The New AI PM Landscape
Building & Managing AI Products
The AI PM Toolkit: 50+ Tools
Career Strategy & Interview Mastery
AI Product Strategy & the Road Ahead
Your 30-Day AI PM Action Plan
Launching soon
Ready to become an AI PM?
Be the first to know when we launch
7 free resources included
Every participant gets access to the full resource pack. Immediately usable.
AI PM Handbook
30+ pages
AI-Specific PRD Template
10-section template
50 AI PM Interview Q&As
Model answers included
AI Tools Directory
60+ tools catalogued
30-Day Action Plan Tracker
Day-by-day breakdown
Prompt Library for PMs
30+ ready-to-use prompts
Salary Negotiation Script
For AI PM roles
Your skill stack: before and after
Before
After
Who is this for?
Traditional PMs transitioning
You've been a PM for 2–8 years and see AI changing everything. You want a structured path into AI PM roles without starting from scratch.
Complete beginners
You're breaking into product management and want to enter with AI skills baked in. This gives you a head start most PMs don't have.
Data scientists & engineers
You understand the tech but struggle with the product side. This bridges the gap and positions you for PM roles with a rare combination of skills.
MBA grads & consultants
You have the business and strategy background. Add AI product fluency and you're positioned for senior AI PM or Chief of Staff roles immediately.
Junior PMs moving up
You're 1–2 years into your PM career and want to accelerate into AI-focused roles before the market gets more competitive.
Business leaders
You lead teams or products that are being disrupted by AI. You need enough technical fluency to make good decisions and ask the right questions.
Sound like you?
22 frameworks that top AI PMs use to build, ship, and grow
Not theory. These are the exact decision tools, product templates, and career strategies used at OpenAI, Google, Anthropic, and every AI-first startup hiring right now.
Build AI products
The operational frameworks for designing, shipping, and managing AI-powered products.
8-Stage AI Product Lifecycle
From problem discovery to post-launch monitoring — the complete PM playbook for AI product development.
AI PRD Template (10-section)
An AI-specific PRD covering model selection, evals, failure modes, cost targets, and graceful degradation.
5-Layer AI Evaluation Framework
Structure your evals from automated unit tests to human-in-the-loop review for production confidence.
Golden Test Set Design Framework
Build a labelled dataset that represents real-world edge cases and tracks model regression over time.
AI Failure Mode & Graceful Degradation
Design systems that handle hallucination, distribution shift, and cascading failures without breaking UX.
AI Product Spectrum Model
Classify AI features as AI-Enhanced, AI-Native, or Autonomous — and choose the right build strategy for each.
Non-Deterministic Output Design
Acceptance criteria frameworks for products where the same input can produce different outputs across sessions.
Think like an AI strategist
Decision frameworks for identifying where AI creates durable value versus where it's just noise.
Should We Use AI? 5-Question Gate
The go/no-go decision framework used before any AI investment to validate problem-solution fit.
RAG vs. Fine-tuning vs. Prompting Triangle
Know exactly which technique to use, when, and at what cost — the #1 technical decision AI PMs face.
Build vs. Buy vs. API Framework
A structured vendor and build decision model weighing cost, control, latency, and lock-in risk.
AI Opportunity Identification Framework
5 steps for surfacing high-leverage AI opportunities inside an existing product or workflow.
AI Competitive Moat Analysis
Rank AI moats by durability — data, network effects, brand, UX, proprietary pipelines — and prioritise accordingly.
Responsible AI PM Checklist
Pre-launch checklist covering bias audits, explainability, consent, and regulatory considerations.
Land the AI PM job
Career frameworks for breaking in, levelling up, and negotiating your AI PM compensation.
5 AI PM Interview Question Categories
Product sense, technical depth, strategy, ethics, and cross-functional influence — with model answers for each.
STAR-AI Behavioral Framework
An enhanced STAR method that integrates AI project context, metrics, and technical nuance into your answers.
AI PM Career Ladder by Level & Comp
A salary and responsibility matrix from $90K APM to $350K+ VP of Product across top AI companies.
Career Transition Paths by Background
Custom roadmaps for PMs, engineers, data scientists, MBAs, and career switchers entering AI PM roles.
AI PM LinkedIn Positioning Blueprint
Profile optimisation framework to attract inbound AI PM opportunities using keywords, content, and credibility signals.
Speak the technical language
Mental models that let you lead technical conversations without writing a single line of code.
Token Economics & Cost Modeling
Model the P&L of an AI feature — compute, tokens, latency, and unit economics — before you ship.
Agentic AI Architecture Model
Map orchestrator-subagent systems, understand reliability degradation, and scope agentic products accurately.
AI Monitoring & Drift Detection Framework
Post-launch instrumentation for tracking model degradation, data drift, and safety signals in production.
P50/P95 Latency Targeting Framework
Set and defend latency SLAs (<2s P50, <5s P95) that balance user experience against model quality and cost.
All 22 frameworks. One masterclass.
Everything in one 3-hour session.
Meet your Mentor
Hey, I'm Shardul. I work at the intersection of business, product, and emerging technology — helping companies move beyond AI hype and into deliberate, high-leverage AI adoption.
My consulting spans AI opportunity assessments, product strategy for AI-powered features, and executive workshops for leadership teams across fintech, SaaS, healthtech, and enterprise. I'm not tied to any vendor or platform — the advice I give is always in the client's best interest.
I built this masterclass because the AI PM education market is broken. Premium bootcamps charge $2,500+ for shallow content. Budget courses teach you to use ChatGPT faster. Neither prepares you to lead AI products at a company that takes this seriously. The AI PM Blueprint is the course I wish had existed when I started. Everything I teach comes from real client engagements — not recycled LinkedIn posts or generic AI theory.
Frequently asked questions
Do I need a technical background?
No. Every concept is explained in PM and business language. No code, no math. If you can read a product spec, you can follow this masterclass.
I'm a complete beginner. Is this for me?
Yes, explicitly. The masterclass starts from first principles and builds up. No prior AI knowledge assumed.
What if I can't attend live?
Full recording is available within 48 hours. But attending live gives you real-time Q&A, polls, and the live workshop section that recordings can't fully replicate.
How is this different from Udemy or Coursera?
This covers evaluation pipelines, AI PRDs, failure mode design, agentic architecture, and interview mastery, things other courses skip entirely. Built from real consulting work, not YouTube research.
How quickly can I see career results?
The 30-day action plan has measurable outcomes in month one. Full role transitions typically take 6–12 weeks for candidates who execute the plan.
Is this relevant to my industry?
Yes. Frameworks work across B2C, B2B, SaaS, fintech, healthtech, and e-commerce. Specific examples from multiple industries are used throughout.
Coming soon
Ready to ship AI products?
The AI PM Blueprint is launching soon. Join the waitlist and be the first to get access.
No spam · Unsubscribe anytime