Agentic AI

Coding with AI

AI Evals

AI for PMs

AI for Engineers

AI for Designers

AI for Marketers

AI for Founders

Product

User Research

Prototyping

Growth

Strategy

Influence

Leadership

Career Growth

Engineering

Machine Learning

Security

System Design

Design

Figma

Design Systems

Design Strategy

Marketing

Content Marketing

Go-to-Market

Product Marketing

B2B Marketing

AI for Leaders

Communication

Management

Storytelling

Founders

More

Everyone

Operators

Data Scientists

User Researchers

Project Managers

Sales People

Lawyers

Finance

Investors

Real Estate

You'll learn skills that have helped >1000 of Shreyas' students build successful products, craft compelling strategies, get hired/promoted.

Cohort 22

Advisor to founders. Product builder.

Stripe

Google

Anthropic

Riverside.FM

Shreyas Doshi

Built successful products at Stripe, Twitter, Google. Advisor to founders & CEOs

March 2026

May 2026

Product Sense is the ability to usually make correct product decisions, both macro &amp; micro, even in the face of major ambiguity.A common misconception regarding Product Sense is that it is something you either have or you don't.In reality, you can significantly improve your Product Sense by understanding and practicing a number of principles of human motivation, behavior, and creativity.People who level up on their Product Sense tend to build more successful products, features, and teams. This in turn helps them substantially grow their impact, scope, and lifetime income.<a target="_blank" rel="noopener noreferrer nofollow" href="https://testimonial.to/shreyas-improving-your-product-sense-course/all">Product Sense is a skill and thousands of highly talented &amp; accomplished product people have leveled up greatly on this skill by taking this course</a><ul><li>70% of students, after they see the magic of this course, wish they had enrolled for the course much earlier than they did</li><li>Hundreds of product-focused founders and CEOs have taken this course. Many CEOs have sent their entire company to this course after taking it themselves</li><li>40% of students who take the course first heard about it from a friend or colleague who took it</li></ul>In the AI age, nothing matters more than Product Sense. Learn it. Sharpen it. Master it. Apply it &amp; win.

Product Sense is the main skill that matters in the AI age for product builders.

What makes users choose your product, what gets in the way, what nudges work

How to conceive correct & compelling ideas for your product strategy and plans

How to do correct Positioning & Segmentation for your product and communicate it

Build better Taste & convey your Taste in ways that is actionable for your team

20 specific Product Creativity Techniques to build better products & experiences

You will develop skills for everything above in ways you can immediately apply

Folks who are are involved in content creation, coaching, teaching, or other such side hustles should not enroll. We seek 110% product focus

This course is NOT FOR everyone

It is almost certainly the most advanced product course out there, suited for founders & advanced career folks in PM, Design, Eng, Data, etc

This IS NOT a beginner or intermediate level course

If yes, it will likely be transformative. But it IS NOT for folks who like to outsource their thinking to others and just follow directions

It is FOR YOU if you like to think for yourself and truly want to win

Product-focused startup founders &amp; CEOs who want to improve their ability to make more correct product decisions. Pre-PMF &amp; just post-PMF.

Talented Product Managers, Designers, Engineers, Data Scientists, Ops/Mktg folks who want to take their Product Sense to the next level.

Senior product leaders across PM, Design, Analytics, Eng, Ops, Mktg, etc. Many product team leaders (P-D-E) also take this course together.

Most PMs are trusted to execute.
Few are trusted to decide.

This course teaches the judgement leaders trust with Staff-level scope.

Pilot Cohort

Head of Product; €30M+ in P&L Impact

Flipkart

Zalando

Subir Paul

Head of Product; €30M+ in P&L impact

Product Exec; chaired Promos at $1B+ org

eBay

mobile.de

Leland Peterson

Product Exec; chaired promos at $1B+ org

1. You’ve outgrown delivery-only product workMove from shipping features to managing risk, trade-offs, and RoI as real company investments under scrutiny. 2. You need judgment that holds up in promotion conversationsDevelop defensible roadmap decisions that leaders can fund, reduce, delay, or kill and trust you more for it. 3.&nbsp;You want to be trusted in exec forumsBuild calm confidence by speaking the C-suite’s native language: impact, risk, and confidence levels. This course formalizes the mindset patterns that help you level up to Staff/Principal Roles.Before“Here’s an update on our progress”“We believe this will drive impact”“We’ll know more next quarter”After“I’m asking to approve / reduce / delay this bet”“Impact is €low/base/high, confidence is Medium”“If X isn’t true by Day 60, we stop”

Why should you take this course

Translate your product work into the language that gets you promoted

Frame any initiative as a P&L bet that survives exec scrutiny

Build a promotion-ready narrative around your PM work

This is for PMs who own decisions, trade-offs, and outcomes, not just backlogs, tickets, or sprint plans.

Not just delivery ownership

Your work is reviewed by VPs, GMs, or C-level leaders, and you defend scope, sequencing, and investment.

Ownership under exec scrutiny

Your product bets can be stopped, de-funded, or reversed in exec reviews.

Decisions with real downside

Experienced Senior PMs seeking advancement to Staff/Principal roles.

Senior IC PMs aspiring to or currently work closely with VPs, GMs, or C-level leadership.

PMs in cost-cutting environments where product bets face high exec scrutiny.

Learn to think, decide, and communicate like an AI PM — turning interviews into proof of real product judgment.

GenAI Product Builder @Google, ex-Meta

Dr. Marily Nika

AI Product Lead @ Google, ex-Meta, Harvard Business School Fellow

February 2026

April 2026

AI PM interviews have quietly changed — and many strong PMs are failing them for reasons that have nothing to do with intelligence or experience.Candidates are no longer evaluated on clean frameworks alone. Interviewers are looking for AI product judgment: how you reason under uncertainty, make tradeoffs, think about failure modes, evaluation, and explain why a decision makes sense in an AI context. Most PMs were never trained to articulate this — even if they already work with AI.This course exists to close that gap.You’ll practice real AI product sense, metrics and execution scenarios and get 1-1 coaching from experienced Silicon Valley AI product leaders — it’s about developing judgment and being able to prove it.If you’ve ever left an interview feeling like “they didn’t quite see how I think,” this lab is designed for you. By the end, you’ll have sharper AI product intuition, a concrete product story you can reference, and the confidence to defend your decisions in high-stakes AI PM interviews.

Build real AI product sense & judgment — and prove it in AI PM interviews

Develop real AI product judgment

Master AI product sense interviews

Get personalized, 1-1 expert coaching [included]

Lead AI execution & metrics conversations

PMs transitioning into AI roles who want to think and interview like AI-native product leaders.

Senior PMs who work with AI and want to prove their judgment in high-stakes interviews.

Product managers tired of generic AI prep who want interview-ready AI product sense.

Learn practical, hands-on methods to evaluate, measure, and improve AI products using data science to make better product decisions.

Principal Data Scientist, AI Evaluations

Nextdoor

PwC India

Ontra

AppFolio

Shane Butler

Principal Data Scientist, AI Evaluations at Ontra

Cohort 1

With the recent leaps in model capabilities, it is becoming clear that much of the AI evaluation work previously requiring humans to build and run can be automated through agentic systems. This course teaches you how to build those systems, and where human judgment and input is still required.The foundational work of designing eval frameworks, defining quality signals, and structuring failure analysis remains critical. But the execution of that work, running evaluations, scoring results, iterating on improvements, and surfacing what matters, can now be handled by agentic workflows that operate continuously and at scale.This course equips you with the capability to build, test, and deploy automated evaluation systems using Claude Code. You will leave with working systems, not just conceptual understanding.The focus is on automation that is trustworthy. Systems that score their own output, flag uncertainty, and know when to surface decisions to a human rather than proceeding autonomously.The foundational content on AI evals for product development is available free at <a target="_blank" rel="noopener noreferrer nofollow" href="https://aianalystlab.ai">aianalystlab.ai</a>. If you are new to AI evals, start there.

Build the agentic systems that automate your AI evaluation workflow from end to 

Build agentic evaluation workflows in Claude Code

Automate scoring and quality assessment

Implement iterative improvement loops

Scale experiment execution

Integrate with production data and decision-making

You will get the most out of it if you are actively working on, or about to ship, AI features in a real product.

Real-World AI Product Experience

Product Managers: Want automated eval systems for your team? Learn what is possible, reliable, and where human oversight stays essential.<pre><code class="language-markdown"></code></pre>

Data Scientists &amp; Analysts: Spending more time running evals than learning? Build systems that handle execution so you focus on decisions.

Engineers and ML Engineers: val bottlenecks slowing your release cycle? Automate repetitive work and ship with speed and confidence.

Start using Claude Code for every part of your product development

Head of Product at Arize, Lenny's List

Arize AI

Spotify

Cruise

Apple

UC Berkeley

Aman Khan

Product leader featured on Lenny's List

Founder, AI PM, full stack builder

Fountain

Adobe

Eric Xiao

Founder, product leader, full stack builder

Cohort 2

Cohort 3

Our goal is to get you from novice to AI power user in two weeks. This course is a practical system for PMs who want to go from "I use ChatGPT to ask questions for work" to "I use coding agents to brainstorm, build, and test new product features." The course is built by real AI practitioners who use Claude Code every single day. Everything we teach comes from the frontlines of AI product building.This is best suited for PMs who need to quickly level up and upskill with AI. Companies are expecting PMs to ship faster and own broader scope while remaining hands on. You'll be actively building live during the lessons and master techniques that you can apply immediately at work.This is not just a coding course. It's a product management master class using AI across research, design, data, engineering, and marketing.We intentionally limit enrollment to ensure personalized attention during live building sessions. Get direct feedback on your specific AI product challenges, and gain meaningful connections with your fellow AI PMs.You can read reviews and testimonials from our previous course here for <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/aman-khan/thriving-as-an-ai-pm">AI PM Playbook </a>(4.8/5 59 reviews).

Become an AI-native PM and use coding agents for every part of your work

Build skills to automate your workflows

Brainstorm useful product features that you'll actually build

Build prototypes you can use to communicate ideas

Become an expert at Claude Code

Automate all of your day to day PM work

We'll help you get Cursor set up, but some familiarity with coding/debugging will go a long way here (i.e. being able to read python code)

Familiarity with code recommended (but not required)

Product Managers&nbsp;looking for best practices on how AI is transforming product development.

UX Designers who want to bring their ideas to life and build real applications.

Job seekers&nbsp;aiming to create portfolio projects and stand out in the job market.

In the age of AI, the only true differentiator is emotional connection. 
Learn how to create standout products.

Ex-Product leader Google, Spotify, Skype

Skype

Dr. NESRINE CHANGUEL

Built & scaled globally used and loved products at Google Meet, Chrome, Spotify

US Friendly Cohort

Cohort US-UE

I am opening a EU- and US-friendly cohort.3 live sessions: May 4, May 11, and May 189:00 – 10:30 AM San Francisco/ 12:00 – 1:30 PM New York/ 6:00 – 7:30 PM ParisIn a world of infinite features and constant innovation, functionality alone no longer guarantees product success. What makes products truly stand out is emotional connection.In this course, Dr. Nesrine Changuel draws on 10+ years of product leadership at Google, Spotify, and Microsoft to introduce a proven framework for building products that don’t just solve problems, but resonate with users. Through real stories, behavioral insights, and practical tools, you’ll learn how delight drives adoption, retention, engagement, revenue, and brand love.By the end of the course, you’ll identify functional and emotional motivators, turn insights into clear product opportunities, elevate good features into memorable experiences, prioritize delight intelligently, validate impact beyond vanity metrics, and embed delight sustainably into your product culture and roadmap.This course is designed for product leaders and builders who want to create products people don’t just use, but love.

In the age of AI, the only true differentiator is emotional connection. 

Build the Foundations of Emotional Connection:

Identify Functional & Emotional Motivators:

Turn Motivators Into Delightful Opportunities:

Master the Delight Grid:

Validate & Measure Delight:

Embed Delight Into Product Culture:

Leaders, PMs and designers working on mature products that need to differentiate and stand out.

Early-stage teams looking to create standout products with distinguished brand and personalities both in the B2B and B2C spaces.

Founders, entrepreneurs, and leaders who want to foster a culture of Delight in their organization and teams.

AI is decimating old business models overnight. Go beyond demos and learn the frameworks to build a lasting competitive moat and win.

Director of Product, Google AI

Satyajeet Salgar

Director of Product, Google AI | Scaled multiple products to 1B+ user

Ex-Founder, Tech Staff @ Anthropic Labs

Henry Shi

 Ex-Founder ($200M) | Tech Staff to Anthropic Co-Founder

When everyone has the same APIs, strategy is your only true advantage.Models are becoming commodities and features are copied in days. The winners won't be those with the best engineering, but those with the best Strategic Contrast.Designed for Senior Leaders, VPs, and Founders, this executive workshop moves beyond "demos" to focus on the hard truths of AI economics.What we cover:<ul><li>The Moat Crisis: Why data isn't enough and how to build "Contextual Moats."</li><li>The P&amp;L Trap: Structuring unit economics for profitability, not just growth.</li><li>The "Full-Stack" Strategy: Aligning data, roadmap, and GTM.</li></ul>Outcome: Produce your AI Moat Blueprint™—a rigorous strategic document reviewed personal by our Product Team.⚡️ BEST VALUE: Executive Track We have combined Maven's #1 most popular AI courses into a single executive track. The rational high-leverage move: Secure 24-month all-access to the complete suite ($10,000 Value). Take and retake any cohort.<ul><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/product-faculty/ai-product-management-certification">AI Product Management ($2,500)</a></li><li>AI Product Strategy for Leaders ($2,500)</li><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/product-faculty/ai-product-leadership-training">AI Product Leadership ($5,000)</a></li></ul>👉 <a target="_blank" rel="noopener noreferrer nofollow" href="https://buy.stripe.com/4gMaEZbgVam48Q00pVdnW0a?prefilled_promo_code=EXECTRACK">Secure the Executive Track for $4,995</a>

When everyone has the same APIs, your strategy is your only true advantage.

Build a defensible AI Moat that isn't just a "better model"

Manage an AI P&L and avoid the "Pilot Purgatory" trap

Architect a "Full-Stack" AI Strategy beyond just features

Gain Board-level buy-in with rigorous strategic clarity

Master the new AI GTM Playbook for pricing and packaging

Navigate the 4 Layers of AI Disruption to spot opportunities

This course is for experienced leaders (PMs, Eng, Founders) accountable for product success. It is not a foundations course for beginners.

Advanced Program Prerequisites

Senior Product Leaders (VPs, Directors):Your roadmap is obsolete. Get the frameworks for building a defensible moat and managing an AI P&amp;L.

For Eng. &amp; Tech Leaders: Your tech advantage is temporary. This is the playbook for connecting engineering to a winning business strategy.

Product Strategy

Cohort-based courses

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