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

Advisor to founders. Product builder.

Shreyas Doshi

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

June 2026 Recordings

September 2026

Are you self-funding? <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/shreyas-doshi/product-sense/sept-2026/join?promoCode=LIMITEDTIME2025">Save $675 with discount code LIMITEDTIME2025.</a>~Product Sense is the ability to usually make correct product decisions, both macro &amp; micro, even in the face of major ambiguity.Whether you’re a Founder, CxO, Senior Leader, PM, Engineer, Designer, Data Scientist, Marketer, you can significantly improve your Product Sense by understanding and practicing the correct ideas of human motivation, behavior, and creativity.People who level up on their Product Sense tend to build more successful products, features, and teams.<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 talented &amp; accomplished product people have leveled up greatly on this skill by taking this course</a>.Thousands of students love this course because it is:<ul><li>Practical. No theory, no fluff</li><li>In-depth. Detailed material you can apply to your day-to-day work</li><li>Novel. Different from the product content you already know</li><li>Comprehensive. Besides core Product Sense topics, this course also covers Taste and Product Strategy in-depth</li></ul>In the AI age, Product Sense matters more than ever. Join the next cohort and learn what it takes to reach Product Sense mastery.If it’s your first time here, <a target="_blank" rel="noopener noreferrer nofollow" href="https://testimonial.to/shreyas-improving-your-product-sense-course/all">check out student reviews</a>.

For product builders, Product Sense is the main skill that matters in the AI age

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.

Beat decision paralysis. Master a repeatable process for making better decisions in business and life.

SwissRe Cohort

Author, Speaker, Decision Strategist

Annie Duke

Author, Speaker, Decision Strategist, and Former Professional Poker Player.

Cohort 10

Cohort 12

Only two things determine how your life turns out — luck and the quality of your decisions. I'll teach you a decision-making process to help you master the second.

Make Better Decisions

Make Higher-Quality Decisions

Think More Strategically and Analytically

Build Practical, Repeatable Decision Habits

Recognize and Reduce Cognitive Bias

Build Confidence in Uncertain Environments

Improve Team Decision-Making and Communication

You’re an entrepreneur who wants to be faster and more effective across the dozens of decisions you make every day.

You’re an executive-level decision maker looking to accelerate your team’s success by teaching them how to make high-quality decisions.

You’re an investor who’s tired of letting volatility drive your decisions and ready to systematize your thinking.

You leave with frameworks for real organizational change, the kind you can start putting to work the week you get back.

3x CPTO | CEO, ChatPRD | Host, How I AI

Claire Vo

3x CPTO, Founder ChatPRD, and Host of How I AI. Expert on AI transformation.

Principal Engineer | Prev. Dir of Eng

Zach Davis

Principal Engineer who implemented AI across a 100+ person org at LaunchDarkly.

Cohort 2

Cohort 3

Everyone wants their team to work AI-native, but change doesn't come from buying licenses and individual heroics.🚨 Leaders: you must restructure your team operates or you will not be able to drive AI transformation beyond shallow tool adoption.This is a executive-level intensive for CPOs/CTOs, VPs, and staff level engineers, designers, and product managers, especially leaders being tasked with accelerating AI in your team.Taught by <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.linkedin.com/in/clairevo/">Claire Vo</a> (3x CPTO/Host of How I AI) and <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.linkedin.com/in/zach-m-davis/">Zach Davis</a> (Principal Eng @ LaunchDarkly), this course is by and for experienced EPD operators.After two days, you'll leave with data-backed assessments, specific strategies, technical examples, and an elite peer group for accountability and inspiration.100s of execs have taken the learnings from this course back to their teams.Here's what they love: "Clear frameworks, strong faculty, sharp peer group, and—most importantly—practical enough that I walked out with a plan for how to accelerate AI transformation in my org. Rare to find an exec course that respects your time and assumes you're already past the 101. Highly recommended."Join the next cohort to immediately accelerate your team's AI transformation.

Learn how to jump from AI tool adoption to team impact and product velocity.

Know where AI creates real leverage, and where it doesn't 

Prepare for and lead the hard conversations

Redesign your operating model for the full EPD org

Understand what makes a codebase ready for agents

Build a culture that actually adopts

VPs of Engineering and CTOs who need a real answer when the board asks "what's our AI strategy?", not just "we bought licenses."

CPOs, VPs of Product, and Design leaders driving AI change across the whole org as prototyping goes nearly free and roles blur.

Staff and Principal Engineers tapped to "figure out AI" for the org, who need both the playbook and the leverage to make it work.

Learn actionable specific standards by which senior leaders are selected and how to manage your promotion process to show you meet them. 

Former Amazon VP; 70+ patents; led 800+

Ethan Evans

Former Amazon VP; 70+ patents; led global teams of 800+

Cohort 11

WHAT TO EXPECT:14.5+ total hours of content: 5.5hrs of core lecture material recordings, 4hrs of specialized bonus recordings for self-learning, and 5hrs of live sessions (Q&amp;A, implementation advice, peer networking). All recorded so you can catch up and revisit (see "Syllabus" for release schedule).Scope, team size, and consistent high-impact results are important...But are not enough. I will teach you specific actionable steps on how to prioritize the things that matter to executives.***Limited to 60 seats.MANY ALUMNI SUCCESS STORIES:<ul><li>“Two years after first reaching out to you and taking your course, I was promoted to Director at NVIDIA.I think the ROI was something like 200,000%.” — Promoted to Director at NVIDIA</li><li>“I give so much credit to the Level Up: Breaking through to the Executive course and getting a front seat to Ethan's coaching and wisdom.” — Promoted to Director</li><li>“What was key was that I actively participated in the live course AND followed through with some participants afterwards to talk shop and build relationships.” — New FAANG Role</li></ul>

Earn the Promotion: Build the Scope, Trust, and Influence Senior Leaders Need

The Standards of Executive Performance: Your Personal Performance

The Standards of Executive Performance: Your Team Performance

The Standards of Executive Performance: Your Company Performance

Great Executive Performance (additional content)

Manage Your Promotion Process to Win

Bonus Content from Executives & Alumni

Ambitious Managers, Senior Managers, and ICs from all disciplines at startups and large companies who want to break into senior leadership.

Those managing groups, managers of managers, including Amazon and Google L6/L7, Meta M2, and Microsoft 66/67.

Highly applicable to Individual Contributors (ICs) — many alumni are ICs (e.g. product, eng, ops, design, analytics, mkt, sales, program).

How to confidently tackle any Product Sense and Analytical question in a Meta-style PM interview through pre-recorded content and 1:1 access

Founder at Insider Loops, ex Meta PM

Ben Erez

Former Product Manager at Meta


July 2026

August 2026

⚡️Note: enroll anytime, get instant access⚡️You landed a PM interview at a company that relies on case-style Product Sense and/or Analytical Thinking screens in their hiring process (e.g. Meta, OpenAI, DoorDash, Stripe).You've never succeeded in these types of interviews, or it's been too many years and you're rusty. You figure you can get ready in 3-4 weeks so you schedule the first round.As the days pass, you realize you have no idea how to actually tackle the questions in <a target="_blank" rel="noopener noreferrer nofollow" href="https://docs.google.com/spreadsheets/d/1rz10oEeLx-eGnilahKczYPhGfCUzIEKL-xRnjoQ-SX4/edit?gid=1024620532#gid=1024620532">Lewis Lin's question bank. </a>You wonder, "What's the fastest way for me to ramp up on these interviews?"I've been in your shoes, taught myself how to ace the interviews and landed a PM role at Meta (back then Facebook).Six years later, Product Sense and Analytical Thinking are two of the most common PM interviews in tech.And these interviews are basically the same as they were in 2020.With AI catalyzing a massive push for senior talent in big tech, IC6+ roles are growing like wildfire with total comp packages from $300k to $1MM+ for elite PM roles at top companies.If you're rusty with case interviews, you need this course (or one like it) to get ready. Otherwise you'll struggle to pass them. It's the truth.

Does this sound familiar?

How to tackle Product Sense questions

How to tackle Analytical Thinking questions

How to set up Ben's AI Copilot and a workflow for unlimited practice reps

Tips from course alumni who landed roles by applying the frameworks

What strong interview performance looks like

↳ You're seeking generic interview prep - this course is specifically designed for Product Sense & Analytical Thinking interviews

Structured PS & AT Interviews

PMs preparing for case-style Product Sense and Analytical Thinking interviews (L5-L9) at companies like Meta, OpenAI, Stripe, DoorDash +

Build AI tools that scale your coaching, sharpen your own work, and reclaim hours for what actually matters - all without writing code.

Product Leader (Whoop, Dropbox, Nike)

Hilary Gridley

Head of Product | WHOOP, Big Health, Dropbox

September

NOTE: THE JULY COHORT IS SELF-PACED AND FULLY ASYNCHRONOUS. You'll get access to all four weeks of recorded content, interactive build guides, and the full course site on day one, and you work through it at whatever pace fits your life.There are optional office hour where Hilary will answer questions and help you work through any issues you're having.--Most managers are drowning. There's not enough time to coach everyone, review everything, and still do your own job. AI doesn't fix this by making you faster. It fixes it by making your team better - and by handling the work that drains you so you can focus on the work that matters.This course teaches you to build AI systems that scale your coaching, sharpen your own thinking, and get smarter the more you use them. You'll learn to separate what deserves your full investment from what deserves to be automated - and use AI to get better at both. By the end, your team will have access to your standards and judgment without waiting for your next 1:1, and you'll have a system that makes your own work clearer and less draining.

AI can do more than save you time. It can make you and your whole team better.

Automate the work that drains you and build tools that make the rest better

Learn to delegate to AI the same way you delegate to people

Turn your standards and coaching into tools your team uses 24/7

Build real applications for your team, without writing code

Build AI systems that knows how you work and who you work with

Get your whole team fluent in AI

Team leads, directors, and VPs who are the quality gate for everything their team ships and want to stop being the bottleneck.

People managers with IC responsibilities who don't have time to coach their team the way they want to and can't scale by working more hours.

First-time managers who are overwhelmed by the volume of feedback needed and find themselves lowering the bar just to keep up.

#1 AI PM Course - Build & ship real AI products. Become an AI PM and builder with AI product sense, real AI tools, and a deployed portfolio.

july 2026

AI Product Leader | Best Selling Author

Dr. Marily Nika

AI Product Lead | Best Selling Author

Eng @ Anthropic, ex-OpenAI, Google

Constantinos Neo @ Anthropic

Staff Leadership @Anthropic, ex-OpenAI, ex-Google

Former CEO @ Ancestry, VP @ Facebook

Deb Liu, Former CEO @ Ancestry

Board Member and Advisor, Former CEO @ Ancestry.com, Former VP @ Meta

June 2026

Maven’s #1 AI PM Certification, Webby-nominated for top course in 2026 — 100 cohorts x 30.000 alumni. 🚨🚨🚨🚨 <a target="_blank" rel="noopener noreferrer nofollow" href="http://aiproduct.com/">Become a fellow</a> (unlimited access to all courses)🏆 Webby-nominated top AI course in 2026 🏫 Whatsapp community &amp; dedicated mentorsThe only AI PM course built by operators: people actively building, evaluating &amp; scaling AI products.✨ Become an AI-enhanced PM A highly practical certification to build AI literacy, prototype faster, and launch a real AI product — dedicated mentors assigned to you.✨ Run Evals &amp; Build with: With Gemini/AIStudio, OpenAI, , Opal, Claude Code, Perplexity, OpenClaw,, v0 get 20+ workflows &amp; to go from idea → build → deploy → evaluate → iterate.✨ Develop AI Product Sense Spot failure modes, and how to think about evals, guardrails, cost &amp; quality.95 lessons. 25+ hours live.🤖 Capstone: build &amp; pitch a real AI productPrivate trainings: maven@aiproduct.com

Become an AI-Enhanced Builder from idea to launched product with 0-code AI Tools

AI Literacy for Product Managers

AI-powered PM artifacts & workflows

End-to-end AI product development

Accelerate your AI product career & join our thriving AI PM community

Shipping a real AI product (Capstone)

Product Leaders ready to pivot into AI Product Management and drive AI strategy inside their companies.

Job Seekers of all levels aiming to build a portfolio project, and stand out in the job market.

Software Engineers &amp; Data Scientists who want to transition into PM roles, expand beyond technical skills, and lead AI initiatives.

#1 Rated AI Certificate. Acquire the skills needed to confidently build AI products, positioning yourself for success in the AI world

Product Leader, Codex at OpenAI

Rohan Varma

Product Leader - Codex at OpenAI | Ex-Cursor's First PM. 

Cohort 9

🚨 Self-funding? Use code AIBUILDLABS for $500 off.Maven's ONLY course with 1,000+ reviews. 10 years, 100,000+ grads at Product Faculty.No prior AI or coding experience needed.Curriculum: Built by Rohan Varma (Product Lead, OpenAI). <a target="_blank" rel="noopener noreferrer nofollow" href="https://youtu.be/NdiA7h05-H0">[Watch lesson]</a>Capstone: Ship a multi-agent AI product with unlimited 1:1 support. <a target="_blank" rel="noopener noreferrer nofollow" href="https://cohort-projects.pages.dev/">[See past projects]</a>Tools: Codex, ChatGPT, Claude Code, n8n, OpenClaw, Lovable + modern AI stack.Techniques: Agentic AI, evals, multi-agent systems, RAG, vibe coding, context engineering + more!Team enrolments (10+): Email <a target="_blank" rel="noopener noreferrer nofollow" class="underline underline underline-offset-2 decoration-1 decoration-current/40 hover:decoration-current focus:decoration-current" href="mailto:support@productfaculty.com">rohan@productfaculty.com</a> for team discounts.⚡ THE AI BUILDER FELLOWSHIP ($5,000/year)Skills expire in months, not years.• <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/product-faculty/ai-product-management-certification">AI Product Management</a> ($2,500) • <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/product-faculty/ai-product-strategy-certificate">AI Product Strategy for Leaders</a> ($2,500) • <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/product-faculty/ai-product-leadership-training">AI Product Leadership</a> ($5,000) • <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/product-faculty/frontier-agentic-engineering-certificate">Agentic Engineering</a> ($2,500) + <a target="_blank" rel="noopener noreferrer nofollow" href="https://drive.google.com/file/d/1Es1MeCS0qMddIPvat32ZCIyaH635M6Mo/view?usp=sharing">Advanced Product Management</a> (10 years, on demand)$10,000+ in live certifications. Retake any cohort, any time.👉 <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.productfaculty.com/fellowship">Founding Fellows lock in $3,600/year for life</a>. (Cancel Anytime) ⚠️ Scheduling note: My role at Codex involves frequent client travel, so some session dates may change during the cohort but you'll always get the full number of sessions, and every session is recorded.

The #1 AI Certificate: Master the skills to build and ship Agentic AI products

Identify high-leverage AI opportunities using the 4D Method

Design trustworthy AI experiences that drive adoption

Systematically optimize outputs for accuracy & relevance

Build rigorous evaluation suites, don't rely on "vibes"

Architect Agentic AI systems that work

Select the perfect LLM for cost, latency, and quality

For PMs &amp; Leaders: The #1 rated certificate to master the age of AI. Learn the A-to-Z playbook to ship successful AI products.

For Engineers &amp; Tech Leads: Don't just build. Lead. Get the product strategy to make better tech decisions &amp; fast-track your career.

For Founders, Designers &amp; UX: The playbook to build a winning AI venture or design human-first AI experiences users will love.

Get from scattered prompts to semi-automated systems that run with minimal time from you—and run evals to find what works best.

Training teams at YouTube, Canva, Maze +

Caitlin Sullivan

Ex-Head of UXR in Product Team - Spotify Business, Advisor, Top 100

Cohort 4

In 2 weeks, you'll go from Claude running superficial scans of your discovery data to airtight decisions from continuous workflows. No missed hidden gems. No hallucinations you didn't catch. Just insights you can actually bet your career on. From workflows that let you gather customer signal on repeat. Free Claude Code tutorials teach you how to use the tool to go faster. But faster can also = superficial. This course teaches you to build insight systems that are fast, validated, and run with minimal effort. -- You'll build systems that: - Have trustworthy verification built-in - Apply your own style and process that you know works - Minimize unnecessary context window/token use - Deliver customer signals in half the time

10x faster insights—that are actually right.

Build systems for insights that are FAST *and* RIGHT

Connect + update everything, export nothing

Know what works -- and prove it

Ship with confidence

You have a computer you're allowed to install Claude Code on, give file access to, and you'll use it in the Terminal. 

You're allowed to use Claude Code on your computer

Claude Pro or Max subscription (from $20/month), or Anthropic developer console account with credits (pay as you go).

You have Claude Pro or Max

You don't need to know how to do anything in there yet, but you *must* have set up Claude Code before the course dates begin.

You have Claude Code set up in your terminal, logged in with an account

You're a PM who's watched free Claude Code tutorials--but know you can't trust their superficial synthesis. You need systems for big bets.

You're a Researcher or Designer who want to 10x your analysis speed without sacrificing reliability.

You're making product decisions from qualitative or quantitative customer data<ul><li></li></ul>

You’ll learn how to design, evaluate, and ship reliable AI systems, becoming a PM who can lead beyond demos.

Ex-Google | Prof UCLA & UMN | Founder

Hamza Farooq

Founder | Ex-Google |
Adjunct UCLA & UMN, SCU | Venture Partner

AI Product Builder | Startup Advisor

Aishwarya Ashok

2026-02

2026-03

Welcome to the ever evolving top-rated OG course of Maven. 3 years, 15+ cohorts, thousands of students, and a proven record of turning strategy into execution.Once you enroll, you're enrolled for life. Receive all course updates, join any class! <h2>💡 WHAT YOU’LL LEARN </h2><ul><li>Identify high-impact AI use cases with real business value</li><li>Design and evaluate production-ready AI workflows and agents</li><li>Learn orchestration, memory, retrieval, and guardrail patterns used in modern AI systems</li><li>Build the technical intuition needed to lead AI initiatives with confidence </li></ul><h2>🚀 NEW IN THE 2026 CURRICULUM </h2><ul><li>AI evaluation frameworks used in real production systems</li><li>Hands-on Claude Code workshops for building AI agents</li><li>Advanced multi-agent orchestration patterns </li></ul><h2>🤖 THE CAPSTONE EXPERIENCE</h2>You won’t just learn concepts — you’ll build and present a working AI product.Prototype → Workflow → Production Agent<h2> ✨ WHY THIS COURSE?</h2>Most AI products fail for the same reason: they work in demos, not in real workflows.This cohort is designed for people who want to understand how modern AI systems are actually designed, evaluated, and shipped — from orchestration and reliability to real-world production constraints.

Build and Deploy Actual AI Agents that Drive Real Business Impact

Foundations of AI Agents & the GenAI Ecosystem

Thinking Like a PM, Building Like an Engineer

Building Production-Ready Agents

Multi-Agent Systems & Orchestration

Guardrails, Evaluations & Reliability

If you have never written code before, no worries. We’ll give all the support and everything you will need.

Just be willing to learn, we'll take care of the rest

Product Managers&nbsp;looking to integrate AI into their roadmaps and communicate with stakeholders confidently.

Business &amp; Non-Technical Leaders. Executives and consultants who need to translate AI into business value and strategy.

Job Seekers &amp; Career Builders.&nbsp;Professionals aiming to create standout portfolio projects and pivot into AI roles.

Master Advanced Techniques for Building and Optimizing Agentic RAG Systems and Multi-Agent Workflows — Designed for Builders

Founder | Ex-Google | Prof UCLA & UMN

Staff AI/ML Engineer (DX) @ Together AI 

Zain Hasan

Staff AI/ML Engineer (DX) @ Together AI | AI Educator & Researcher | Founder

2026-05

<h1>Master the full agent stack from first principles to production with RAG, voice, multi-agent systems, &amp; inference</h1>6 live sessions · 6 office hours · 1 demo day · 20+ hours<h3>What You’ll Build</h3>⚡ Agent Harness Design: Build a observable perceive–think–act loop in Python with structured tracing, evolving from simple LLM calls to full agent systems with tools, reflection, and planning⚡ Agentic RAG Systems: Create advanced RAG pipelines with routing, multi-hop reasoning, Knowledge Graph, and semantic caching to improve accuracy and efficiency⚡ Real-Time Voice Agents: Engineer a streaming STT → LLM → TTS pipeline with turn-taking, interruptions, and sub-second latency across modern voice platforms⚡ Multi-Agent Orchestration: Design coordinated agent systems using MCP and A2A with patterns like hierarchical, debate, and orchestrator-worker workflows⚡ Guardrails &amp; Evaluation: Build reliable systems with safety guardrails and trajectory-based evaluation using LLM-as-judge and validated benchmark tasks⚡ Production Deployment: Ship multi-agent systems with Google ADK, MCP, A2A, Llama Guard, and GCP monitoring<h3>💻 Prerequisites: Python</h3>👉 This bootcamp is for engineers who ship real agent systems

Build Production-Ready Agentic RAG, Voice & Multi-Agent Systems 

Build and Debug Production Agent Harness

Deploy and Optimize LLM Inference

Ship Agentic RAG with Graphs and Semantic Cache

Build Voice Agents That Feel Alive

Operate Multi-Agent Systems with Real Coordination

Evaluate, Guardrail, and Operate with Confidence

Machine Learning Engineer exploring different techniques to scale LLM solutions

Learn directly with top operators I admire

Curated by me

Curated by me

Grow with peers

Grow with peers

Take action

Take action

Learn directly with top operators I admire

Curated by me

Curated by me

Grow with peers

Grow with peers

Take action

Take action

My top leadership and career courses

World-class Product Sense in Practice

Make Better Decisions

Executive Playbook for AI in Engineering, Product, and Design

Beyond Manager & IC - Break into Senior Leadership Roles

Self-Paced PM Interview Bootcamp: Product Sense & Analytical Thinking

Self-Paced: How to Become a Supermanager with AI

My top AI PM courses

AI Product Management Certification by Product Faculty

Claude Code for Customer Insights

My top AI engineering courses

Building Agentic AI Applications with a Problem-First Approach

AI Evals For Engineers & PMs

End-to-End AI Engineering Bootcamp

Forward Deployed Engineering Bootcamp for Full-Stack Developers

🎁 $870 in free credits for Lenny’s favorite product tools