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.

Learn to turn scattered AI experimentation into org-wide transformation that ships at scale.

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.

Cohort 1

Cohort 2

Your team has AI tools, but you're not close to AI-native.Most EPD orgs buy Claude Code, help their PMs vibe code a bit, and call it progress. But the gap between "some are using AI a lot" and "AI is changing how our entire EPD org operates" is huge, and almost nobody is closing it.The problem isn't access to tools, it's that nobody invested in the culture change, technical readiness, or operations redesign required to turn individual adoption into organizational leverage. 🤖 Your codebase isn't ready for agents. 🎁 Your PMs create prototypes and expect them to get built. 🤷‍♀️ Your designers don't know how to get their fixes to production. And you're supposed to have the plan. This 2-day intensive will help you build it.Taught by Claire Vo and Zach Davis — operators who've done this firsthand, not consultants who've read about it. Claire has interviewed 50+ EPD leaders on How I AI and has more first-person data on AI adoption than anyone in the industry. Zach led AI transformation across 100+ engineers and built the systems that got an entire org actively using AI tools weekly.You'll leave with specific tactics, real examples, and a peer group for accountability + inspiration.

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

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

Build a culture that actually adopts

Make your codebase work with agents

Redesign your operating model for the full EPD org

Lead the hard conversations

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

CTOs and CPOs who need to lead AI adoption across engineering, product, and design — not just sponsor an engineering tool rollout.

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

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

May 2026

June 2026

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. 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 talented &amp; accomplished product people have leveled up greatly on this skill by taking this course (check out student reviews)</a>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></ul>In the AI age, Product Sense matters more than ever. Learn it. Sharpen it. Apply it &amp; win.~Are you self-funding the course?For a limited time, you can enroll for June with a $1000 discount. (our largest ever discount)Use discount code: LIMITEDTIME1000 or <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/shreyas-doshi/product-sense/june-2026/join?promoCode=LIMITEDTIME1000">just use this link</a>.

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.

Learn actionable specific standards by which executives 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:12+ total hours of content: 7+ hours of core lecture material video recordings for self-learning followed by 5+ hours of live sessions (Q&amp;A, implementation advice, and peer networking). All live sessions are video recorded so you can catch up and revisit. 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.MANY ALUMNI GOT PROMOTED / LANDED NEW JOBS:<ul><li>"Happy to share that due to executing some of the tactics shared in the program (taking action for one), I have been successful in getting myself promoted." — Promoted to Director</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>“Leadership was seeing the adaptability that I exhibited in continuing to add business value and I got positive feedback from the VP on my flexibility." — 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.” — Landed FAANG Role</li></ul>

Level Up from Senior Manager to Executive

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

Ambitious Senior Managers from all disciplines at startups and large companies who want to become true executives.

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

Also applicable to Senior Individual Contributors (ICs).

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

July 2026

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.

"We do not rise to the level of our goals. We fall to the level of our systems."
You'll build and implement an individual Operating System.

Founder & Executive Coach

Jack Cohen

Founder, Coach to 67 founders & 200+ execs, ran Rippling's leadership program

Cohort 4

Cohort 5

What if you felt on top of everything instead?What if your team was aligned and motivated to execute?ManagerGPT offers the playbook and AI tools taught to 500+ founders, execs, and managers to shift from stressed and overwhelmed to Clear Focus &amp; Emotional Balance.HERE'S THE CHALLENGEYour days are filled with:🗓️ back-to-back meetings, 🔴 endless Slack messages, 🚀 never-ending requests from customers &amp; colleagues, ⏱️ wishes that you and your team could move faster and work on what matters.🔥 Prioritizing sounds nice, but you always end up fighting fires. 🔥✨ You wonder if AI can help, you wonder how other leaders are using AI to manage it all—but honestly, who's got the time to figure that out? ⏳As you try to move faster, people fall short of expectations and potential, creating friction and frustration.THE SOLUTIONBy Week 2, you’ll have built your Operating System (mindsets, habits, and tools like custom GPTs &amp; AI Copilot) to shift from reacting to constant inputs to creating what matters most and leading your team in that direction.Then we apply this interpersonally, using tools like FeedbackGPT and the GAIN framework so you feel calm, confident, and effective in every interaction.

Spend your days fighting fires or each other?

The Operating System for Clear Focus & Emotional Balance

AI As Your Ally (including your own Custom GPTs, AI Copilot, and AI Agents)

Applied Mindfulness (shift from reacting to responding)

The Leverage Framework

GAIN Feedback Framework

GROW Coaching Framework

High-Growth ManagersReady to move out of IC mode, you want to be the inspiring leader people thank for the rest of their careers.

ExecutivesYou know there's a better way than back-to-back meetings everyday. To scale your impact, you know you must scale yourself first

Startup FoundersYou're expanding your focus from building a product to building a team. And to do so, you need the team to step up fast.

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

Co-Founder of Insider Loops, ex Meta PM

Ben Erez

Former Product Manager at Meta


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, many top companies inspired by Meta.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 +

#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. 

Member of Technical Staff @ Anthropic

Henry Shi

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

Cohort 9

🚨 May is SOLD OUT. June is the last cohort until Sept. Self-funding? Use code AIBUILDLABS for $500 off. Why? How you spend the next 365 days is your most important career decision. Master the skills to dominate the AI space.Maven's ONLY course with 1,000+ reviews. 10 years, 100,000+ grads at Product Faculty.No prior AI or coding experience needed. We build your AI fluency from first principles. Curriculum: Built by Rohan Varma (Product Lead, OpenAI). <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.youtube.com/watch?v=NdiA7h05-H0">[Watch lesson]</a>Capstone: Ship a multi-agent AI product with unlimited, step-by-step 1:1 support. [<a target="_blank" rel="noopener noreferrer nofollow" href="https://cohort-projects.pages.dev/">See past projects</a>]Tools: Claude Code, n8n, OpenClaw, Lovable + modern AI stack.Techniques: Agentic AI, evals, multi-agent systems, RAG, production-ready vibe coding, embeddings, chunking, context engineering + more!Team (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">support@productfaculty.com</a> for team discounts.⚡ BEST VALUE — AI Builder Track: <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.productfaculty.com/">Product Faculty</a>'s top AI courses in one track. 24-month all-access, retake any cohort ($10K value).• <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">Frontier Agentic Engineering </a>($2,500)👉 AI Builder Track $4,995: enroll in this course first → upgrade via welcome email.

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.

#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.

GenAI Product Builder @Google, ex-Meta

Dr. Marily Nika, AI @ Google

#1 AI PM course by Google's Gen AI Lead. From idea to real, launched product.

Staff Leadership @Anthropic, ex-OpenAI

Constantinos Neophytou

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

Xero

Google’s Dr. Marily Nika created Maven’s #1 AI PM Certification, Webby-nominated for top course in 2026 — 100 cohorts x 30k alumni.🚨 May 2026 material completely refreshed 💻 We will send you a free Mac Neo 🚨 May Offers✨ <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/marily-nika/ai-pm-bootcamp?promoCode=WEBBYAI">$1k off (no device)</a> ✨ <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/marily-nika/ai-pm-bootcamp?promoCode=2foronepro">2 seats for the price of 1 (no device)</a> ✨ Pay full price &amp; join free <a target="_blank" rel="noopener noreferrer nofollow" href="https://maven.com/marily-nika/ai-agent-certification?promoCode=opencprom">OpenClaw for PMs</a> 🏆 Webby-nominated top AI course in 2026♾️ Unlimited future cohorts 🏫 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, Nimbalyst, 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.

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

2026-05

Founder | Ex-Google | Prof UCLA & UMN

Hamza Farooq

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

Staff AI/ML Engineer (DX) @ Together AI 

Zain Hasan

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

2026-01

<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

Researcher, who would like to delve in to various aspects of open-source LLMs

Software Engineer, looking to learn how to integrate AI into their products

Cut analysis time in half and uncover more powerful insights—without sacrificing quality or trust in your work.

Ex-Head of UXR, Spotify Business/SYB

Caitlin Sullivan

Ex-Head of User Research, Spotify Business. 2000+ Hours Testing AI for Research.

Cohort 6

Cohort 7

‼️ Revamped 2026 Curriculum + format. Includes content updates from 2 future cohorts! Is this you? You’re sitting in front of a mountain of raw feedback—interview transcripts, survey results, and customer messages from multiple sources. Your brain is fried from collecting it all, but the real challenge hasn’t even started yet: turning that pile into clear, actionable insights. Stakeholders are emailing:👋 “Where’s the analysis?”👋 “When can we share this with the team?”👋 "We need to decide about [product change] NOW." -You've been trying to use AI to speed things up, but it gave you results that didn’t feel reliable.- Vague themes, out-of-context quotes, or flat-out fake "user insights."- You have a constant fear that it missed something critical that *you* would have found.- And after all the time spent, you decide to re-do the analysis manually anyway.-I’ve been there, too. 🙋‍♀️If you’ve felt stuck in endless ChatGPT loops, redoing AI’s work, or wondering if there’s a better way—this is for you.With the right knowledge and systems, AI stops being such a gamble and becomes an ally you can trust for faster - and more complete analysis.

2026: AI isn't optional. It's a core tool - and most people haven't mastered it.

Learn AI Analysis Systems That Deliver 2-10x Faster

Gain Speed Without Sacrificing Quality

Develop a Partner for Reducing Risk

Uncover Hidden Opportunities + POVs

Run Efficient Tool Experiments

Get Confident About AI Decisions 

You’re expected to deliver actionable insights for product decisions fast, even when research isn't even your "main" job.

You're a Designer, Researcher or Product person spending hours digging through customer input, searching for insights that matter.

You’ve tried AI tools, but the results feel “meh.” Instead of saving time, they create more work -- and you're back to doing it yourself.

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

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

Make Better Decisions

Executive Playbook for AI in Engineering, Product, and Design

World-class Product Sense in Practice

Beyond Senior Manager - Break Through to Strategic Executive

Self-Paced: How to Become a Supermanager with AI

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

My top AI PM courses

AI Product Management Certification by Product Faculty

Agent Engineering Bootcamp: Developers Edition

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

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