YasiBaiani

5 AI Concepts Every PM Should Know

Yasi Baiani

CEO of Raya Advisory & Product Leader

Max Haining

Founder of 100 School

Sara Davison

Founder & CEO of Maivenly

Mahesh Yadav

Gen AI PM @ Google | ex-Meta

Understand No-Code x AI and how to use it to build assistants, web apps, and mobile apps.

Building Your Minimum Viable Product (MVP) with AI

Learn about various models and how to evaluate outputs, using human-in-the-loop (HITL) and/or auto-eval systems

AI Implementation and to Evaluate Your Outputs

Learn how to assess the success of GenAI products and their business impact.

How to Measure AI Product Success

Learning about the difference between Agentic AI and Generative AI, and how to build an Agentic AI.

Agentic AI, why it matters, and how to build one

To start leading Agentic AI products, build your own systems, define metrics, scale responsibly and attain a durable competitive advantage

Cohort 9

AI Lead-built early Agents @Google, Meta

Google

Microsoft

Amazon Web Services

20+ years exp., Ex-Google, Meta Research, AWS AI | 10k+ AI Alums

Cohort 8

Cohort 10

<ul><li>9th cohort (longest running AI cert.) Rated #1 and has most 5 star reviews on Maven </li><li>Mahesh has worked in all AI layers@ Google, Meta and AWS AI </li><li>Mahesh teaches every class on whiteboard and uses real examples from his own experience of shipping agents in production. Self-funding use code "MAY600" to get $600 OFF. Why? AI has affected all products &amp; jobs, making AI skills essential. This course empowers you to dominate in this space starting from zero you will: 1) Get 6-8 live AI PM skills workshops that gives you reall life exposure on what it takes to build AI products. 2) Do labs(hands on) to get in depth understanding of Agentic AI concepts(harness, memory, MCP and RAG). 3) Week on week building and shipping real projects to production. Who?</li><li>Product managers who wish to dominate in Agentic AI space.</li><li>Consultants, Data Scientist, Designers, Program/Project managers who wish to learn AI PM chops and wish to switch to AI PM role ( by doing<s>)</s>.</li><li>Builders(Engineers/ EM's) who wish to become AI Product engineers aka FDE. Sources to check: <ul><li>Explore past projects: <a target="_blank" rel="noopener noreferrer nofollow" href="https://myaicommunity.org/all-projects/cohort8">AI Product Pitch Days</a>,</li><li>&amp; hear directly from alums in our<a target="_blank" rel="noopener noreferrer nofollow" href="https://myaicommunity.org/testimonials"> Wall of Love</a> . Need more : <a target="_blank" rel="noopener noreferrer nofollow" href="https://calendly.com/arjita-legalgraph/30min">BOOK A CALL</a> If in need, check out <a target="_blank" rel="noopener noreferrer nofollow" href="https://docs.google.com/forms/d/e/1FAIpQLSdsZxcoAIgKc81ibL8YT4VuUvLdG8aEqH3zD3mH7gxdAYPFhA/viewform?usp=header">scholarship program.</a> </li></ul></li></ul>

Learn from #1 AI Instructor | Go from Vibes to Production | Year Long Learning

Build a foundation of AI ecosystem, ML Concepts & Agentic AI Landscape

Finding and Translating business needs/opportunities into solvable AI problems

Address AI agent evaluations and deploy with responsible AI tenets 

Create a GenAI/Agentic AI Product Portfolio

Pitch preparation: Story, Metrics, Objection handling

Product Managers who want to pivot into AI or lead AI-native products &amp; those with some AI/ML exposure who want to master agentic systems.

Engineers or tech-leaders wanting to move into product strategy for AI. Those aiming for AI PM roles at top-tier companies &amp; AI startups.

Anyone who wants hands-on build + portfolio + interview readiness, not just theory.

Build a working AI system connected to your real PM tools - research, prototypes, evals, and automation in 4 weeks.

20 years in product. 200+ PMs coached.

Indeed

Bazaarvoice

Will Lowrey

 20 years in product leadership. Indeed, Bazaarvoice, startups. 200+ PMs coached

Founding Cohort

Cohort 2

Every PM has tried AI by now. Most stopped with chatbots.You've pasted in a PRD. Maybe you even ran a competitive analysis once. But none of it stuck. You don't have anything connected to your actual tools. It's better than before, but still clunky. The gap isn't knowledge. It's that nobody taught you how to build it - and the LinkedIn posts and tiktok videos are just one video after another of what could be. You've got to take it from reading/watching to DOING.Week 1: Run a competitive analysis in 20 minutes that used to take half a day. Build a reusable skill so the next one takes &lt;3 minutes.Week 2: Learn what evals are and why they're the skill that separates AI tinkering from AI building. Build a practice set that tells you whether any AI output is good enough to ship.Week 3: Wire Claude into your actual stack - Slack, Linear, GitHub, Google Docs. Build a clickable prototype from a PRD and test your skills on live data instead of copy-pasting.Week 4: Chain it all into a PM operating system that runs on a schedule.We start from zero. Pre-work covers the terminal, prompting, and your first skill before the first session.You don't leave with notes. You leave with a working system.

Build AI workflows connected to your real tools, tested on your real work.

Do PM research in 20 minutes that used to take half a day.

Learn to Eval AI output - not just doing a vibe-check

Connect Claude to your tools and build a working prototype

Build workflows that run on a schedule

Start from zero. No coding experience needed.

Learn by doing your actual job, not case studies.

If you believe that AI is a fad and is going away, this isn't for you. We are building for the future of product work.

This course is NOT FOR everyone

If you're in product, TPM, design, or engineering and want to bulid AI into your actual workflow, this is the right place.

This IS for Product and adjacent roles like TPM, Design, Engineering

You don't need to be perfect. You need to be willing to build, test, and iterate. That's the whole course.

Are You Ready To Try, Fail, Learn, and then Try Again?

The PM who tried AI and hit a wall. You've used some of the chats, but nothing has stuck. You need a system, not another prompt trick.

Senior PM drowning in recurring work. Same competitive updates, same briefs, same summaries every week. You need those hours back!

The Team Lead who wants to model what's next. Your team is watching. Master AI workflows yourself first, then bring the approach to your org

Go beyond theory — Lead a team of developers and designers to build and launch a real life AI product

LinkedIn Top Voice  | Featured in Forbes

Apple

Dr. Nancy Li

Award-winning AI Product Director, Forbes-Featured, MIT, 100k+ followers

Cohort 4

Cohort 5

This Isn’t Just Another AI PM Course. It’s a Proven Launchpad — where you’ll build and launch a real AI product in just 4-11 weeks. You’ll join a team of AI engineers, data scientists, and designers to:· Lead product development from idea to launch· Validate user needs, data readiness, and model feasibility· Design, prototype, and iterate with technical experts· Build and ship a real MVP with actual users· Launch publicly across our 100,000+ tech community And beyond launch:· Build a portfolio proving hands-on AI product skills· Strengthen leadership and cross-functional collaboration· Gain confidence in AI strategy and execution· Join a network of 1,500+ PMs building together· Position yourself as an AI-ready product leader We’ve been running this bootcamp long before we joined Maven. In fact, Product Manager Accelerator (our parent company) has already graduated 6 successful cohorts, launching 50+ real-world AI products last year. Two Phases. One Real AI Product.Phase 1: Design Your AI MVP (Weeks 1–4)Phase 2: Launch Production Ready AI Product (Weeks 5–11)Learn the full details of Phase 2, <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/product-manager-accelerator/applied-ai-product-management-development-with-real-teams-end-to-end">visit here</a> 🧐Have additional questions: <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.pmaccelerator.io/AI_PM_Course_Application">book a call and get your questions addressed live.</a>

Don't Just Learn AI, Launch it!

Launch Real AI Products

Validate AI Ideas and Feasibility

Build Hands-On AI Product Skills

Leadership and Collaboration

AI Strategy and Execution

Join a Network of AI-Savvy PMs

Product managers and Sr. PM ready to upskill in AI and lead with confidence.

Engineers, Consultants, marketers, analysts, designers, and data scientists seeking hands-on experience building &amp; launching real AI product

Startup founders and CEOs who want to launch a real AI product, grow users, and explore seed funding

Gain the skills to think strategically, lead confidently, and transform from task‑focused PM to an impactful, outcome‑driven product leader.

Director of AI 

Pepsi

Intel

Swarovski

Jukin Media

Dalibor Jovic

Developer‑turned‑AI director with 20 years and 200+ shipped software projects.

Leadership & Product Excellence Coach

Schlumberger

Odfjell

Tryg

TV 2

Hussam Ahmad

Product leader focused on strategy, execution, and human‑centric leadership

May 26

June 26

AI is no longer optional in product work.Stakeholders ask for AI features.Executives talk about “AI strategy.”Customers expect smarter products.And PMs are stuck in the middle, expected to lead AI decisions without clear guidance, shared language, or proven patterns.Many PMs are asking:<ul><li>Where does AI actually create value?</li><li>How do I avoid chasing AI hype or shipping gimmicks?</li><li>How do I design AI features users trust?</li><li>How do I turn vague AI ideas into real roadmaps?</li></ul>AI features will ship—with or without you having clarity.What PMs Must Know About AI exists to answer those questions, practically, clearly. It is not a technical AI course. It is a product leadership course for the AI era, focused on the decisions PMs are now responsible for:<ul><li>Identifying high‑impact AI opportunities</li><li>Designing AI user experiences that work in the real world</li><li>Making confident trade‑offs when AI is uncertain</li><li>Translating AI ideas into roadmaps, outcomes, and OKRs</li><li>Leading AI discussions without hype or fear</li></ul>You’ll use a simple model called ALPHA™ (explained later) to learn how to think and act like an AI‑ready product leaderThis course is built directly from the questions PMs asked in our most popular Lightning Lessons.

Stop guessing where AI belongs in your product.

Lead AI‑shaped Product Work End‑to‑End

Turn vague “AI strategy” into decisions your team can act on

Make Customer‑Driven (AI‑Savvy) Decisions

Become an AI‑Ready Product Leader

and feel some pressure to “have a plan” for AI—even if that plan is unclear right now.

You should already work on a digital product (B2B or B2C) 

You want an intro to AI/ML or hands‑on coding, don’t currently work on a product with real users
or looking for a purely technical AI course

Not a fit  if:

<ul><li>You’re a PM or Senior PM expected to contribute to AI decisions</li><li>You’re stepping into a Lead or Principal Product role</li></ul>

<ul><li>You're a project managers transitioning to product</li><li>You're a startup founder shaping your first product function</li></ul>

<ul><li>You feel pressure to “have an AI plan,” but want clarity—not buzzwords</li></ul>

Agentic AI

Coding with AI

AI Workflows

Claude Code

OpenClaw

Vibe Coding

AI Evals

AI Transformation

RAG & Search

AI for PMs

AI for Engineers

AI for Designers

AI for Marketers

AI for Founders

Product Sense

Product Discovery

User Research

Prototyping

Growth

Analytics

Tech Foundations

Strategy

Influence

Leadership

Career Growth

Machine Learning

LLM Ops

Context Eng

Security

System Design

Figma

Design Systems

Visual Design

Design Strategy

Automation

Content Marketing

Demand Gen

Go-to-Market

Product Marketing

Positioning

Social Media

Brand

B2B Marketing

SEO & AEO

AI for Leaders

AI Governance

Communication

Management

People Operations

Exec Presence

Storytelling

Goal-setting

Personal Brand

Fundraising

Everyone

Operators

Data Scientists

Business Analysts

User Researchers

Customer Success

Project Managers

HR Professionals

Sales People

Lawyers

Finance

Investors

Real Estate

Educators

Creators

Product managers who drive strategy, development, and launch of products.

Applying AI tools and techniques to professional workflows — assign alongside more specific AI topics.

5 AI Concepts Every PM Should Know

What you'll learn

Why this topic matters

You'll learn from

Yasi Baiani

Max Haining

Sara Davison

Mahesh Yadav