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AI Lab: Automate Tasks With AI

Save time. Impress stakeholders. Advance your career.

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Course overview

Automate your product management workflows with AI.

Does this sound familiar?


You want to use AI for your daily PM tasks, but.....


• You’re unsure where to start. With so much information out there, it can be overwhelming.


• You're not getting high-quality responses. It won’t write the PRD, synthesize feedback, or create personas how you want it to.


• Or as AI transforms the PM role, you want to future-proof your skills, improve your marketability, and not be left behind.



My bootcamp can help you get there.


My bootcamp will teach you everything you need - structure, frameworks, methodologies, case studies, and step-by-step guides - to automate any PM task.


So that you can save time, and deliver top-quality work, regardless of your AI experience level.


As a product coach, I have helped 250+ PMs supercharge their productivity. Now I would like to help you do the same.



By the end of the bootcamp, you will be able to:


✅ Automate 30+ essential PM tasks (list below)


✅ Craft precise prompts for automating future PM tasks (teach you how to fish)


✅ Build your personal PM co-pilots (GPTs) - ZERO coding


✅ Pick the right LLM for the task


✅ Build the right mindset to win in AI



Here's how you will benefit (outcomes):


⏱️ Save Time: Automate PM tasks faster than brewing coffee = more time for everything else.


🏆 Impress Stakeholders: Deliver top-quality work with less effort, improve creativity, and exceed expectations.


🚀 Fast Track Your Career: Stand out as a trailblazer, be the go-to person for PM automation, and be more marketable!



Bootcamp format:


• Session: 3 sessions over 3 weeks, 1.5 hrs per session


• Format: Live sessions + pre-recorded videos


• Project: Work on a capstone project, where you automate a PM task.


--------


List Of AI-enabled product management tasks we cover in the bootcamp (partial):


IDEATE

• Brainstorm feature ideas

• Prioritize - MOSCOW

• Generate Product Summary

• Generate Problem Statement


VALIDATE

• Create personas: B2C

• Create personas: B2B

• Generate a user’s day in the life

• Create user journey maps

• Create user journey maps with Images

• Generate user interview questions

• Generate user survey questions

• Synthesize user feedback - Positive / Negative / Features Requested

• Synthesize user feedback - SWOT


UI/UX

• Brainstorm content structure

• Brainstorm site maps

• Create wireframes

• Write copy for UX


BUILD

• Write user stories

• Write acceptance criteria

• Write acceptance criteria - Negative / Edge Cases

• Create product roadmap - Single Feature

• Create product roadmap - Multiple Features

• Generate release notes - External


GTM

• Market research - Competitor Analysis

• Market Research: Competitor Feature Analysis

• Market research - Industry Trends

• Market research - Customer Segmentation

• Generate value proposition

• Generate product press release

• GTM launch plan


Level Up

• Learn new PM skills

• Learn technical concepts

• Personal coach

• Product management trends


And growing!!

Who is this course for

01

Product Managers, Product

Owners, Designers, and

Engineering Managers

seeking to leverage

Generative AI to supercharge their productivity.

02

This course is for you, regardless of your AI experience - whether you're new to AI or have some experience.

03

This course is not for you if you want to learn how to build generative AI products.

By the end of this bootcamp, you will be able to:

Automate 30+ essential product management tasks.

You'll leave the class with a detailed set of prompts that will automate over 30 day to day PM tasks. 


Tasks cover a wide range, from ideating, brainstorming, metric development, craft user stories, to creating acceptance criteria.

Craft precise instructions for automating future PM tasks.

By using a proven framework, structure, and methodology, you will be able to create custom prompts for automating future PM tasks.


I'll teach you how to fish.

Create and train your personal PM co-pilot (GPTs) - No coding required.

Discover the simple steps to build your personalized PM co-pilot using OpenAI's new feature - GPTs.


Leverage tools such as Playground and Assistants, all without coding.

Know when and how to best use different Large Language Models (LLMs)

Not all LLMs are equal. Some are better than others at certain tasks.


Learn which LLM (OpenAI, Claude, Gemini, Perplexity) to use when so that you receive the highest quality responses.

Create your AI-enabled prompt library

Save even more time by creating a reusable library of prompts.


The goal: write once, re-use it many times, to save time, and across any LLM.

Bonus: Everything you need to 10x your productivity ($200 value).

  • Library: Automate 30+ essential PM tasks.
  • 5 Keys Framework: Craft precise prompts for automating any future PM tasks.
  • Agents: Detailed instructions to create GPTs (no coding)
  • Top Tools: Guide to top LLMs and 25 hot PM tools.
  • Litmus Test: 6 metrics to evaluate LLM responses.


What’s included

Mustafa Kapadia

Live sessions

Learn directly from Mustafa Kapadia in a real-time, interactive format.

Lifetime access

Go back to course content and recordings whenever you need to.

Community of peers

Stay accountable and share insights with like-minded professionals.

Certificate of completion

Share your new skills with your employer or on LinkedIn.

Maven Guarantee

This course is backed by the Maven Guarantee. Students are eligible for a full refund up until the halfway point of the course.

Course syllabus

Week 1

Nov 1—Nov 3

    Introduction

    Why Generative AI now? Benefits & Limitations? What to expect from Co-pilots

    • 📄

      Cultivating the right mindset

    • 📄

      Why use LLMs now?  What are the benefits?

    • 📄

      What to expect? Hype vs. Reality?

    AI In Action

    Real world case study

    • 📄

      Learn how Anna saved time, delivered top-notch work, and impressed her CPO

    • 📄

      Demo: AI in action

    • 📄

      Anna's business case - save time, accelerate velocity, and happy stakeholders

    How To Use The AI-enabled Playbook (Exercises)

    Automating PM tasks - Hands on exercises

    • 📄

      Exercise: Brainstorming product feature ideas

    • 📄

      Exercise: Generating compelling product value propositions

    • 📄

      Exercise: Building user personas

    • 📄

      Exercise: Creating effective user stories

    • 📄

      Exercise: Building product roadmaps

    Generating High-Quality Responses

    6 key metrics

    • 📄

      How to tell you are generating a high quality response each and every time

    • 📄

      Litmus Test

    Capstone Project Overview

    Automate your own PM task

    • ✍️

      Project Instructions

      Submit by Nov 1

Week 2

Nov 4—Nov 10

    Anatomy Of A Good Prompt

    5 Keys Framework

    • 📄

      Why most prompts dont work

    • 📄

      What does a good prompt look like

    • 📄

      5 keys framework

    Creating Custom Task Instructions (Prompts)

    Teaching you how to fish

    • 📄

      Step by Step Methodology to create Custom Prompts

    • 📄

      Creating custom prompts together: Generating user stories

    • 📄

      Creating custom prompts together: Generating acceptance criteria

    Beyond ChatGPT

    Not all LLMs are created equal. Learn what to use where.

    • 📄

      My 5 favorite general purpose LLM tools

    • 📄

      Pros & Cons of various LLMs

    • 📄

      My top 25 new AI products for PMs

    Practical Training With Various LLMs - Exercises

    Get hands dirty with other LLMs - Claude, Perplexity, Gemini etc.

    • 📄

      Exercise: Synthesize user feedback quickly and efficiently

    • 📄

      Exercise: Market research industry trends with sources

    • 📄

      Exercise: Synthesize user feedback quickly and efficiently

    Building PM Co-pilots

    How to build custom GPTs (no coding required)

    • 📄

      Step by step guide to build your custom co-pilot

    • 📄

      Custom GPT demo

    • 📄

      Access to my custom GPTs

Week 3

Nov 11—Nov 15

    Showcase your Project

    Learn from each other, build your automation arsenal

    • 📄

      Share your prompt with the community

    • 📄

      Receive feedback

    Bootcamp Recap

    Key takeaways

    • 📄

      Bootcamp highlights & cheat sheet

    What's Next

    Continuous learning

    • 📄

      Stay connected to the community

    • 📄

      Contribute back

Bonus

    AI Enabled Product Management Playbook

    30+ Productivity Boosting Prompts For Product Managers

    • 📄

      PM Playbook

    • 📄

      PM Playbook (Free Preview)

    5 Keys Framework

    Secret To Creating High Quality Prompts

    • 📄

      Step by Step Instructions

    • 📄

      Automate Any PM Task - Workbook

    Beyond ChatGPT

    LLMs and AI Tools for PM 

    • 📄

      My Top 5 Favorite LLMs

    • 📄

      Most Popular Product Management AI Tools

    Bootcamp Material

    • 📄

      Live Class Recordings

    • 📄

      Bootcamp Decks and Materials

    • 📄

      All Student Projects

"Best investment", "Game changer", "Immediately useful" - What people are saying

        One of the best investments. Even during the course, I was able to use the knowledge and tricks shared by Mustafa and significantly improve my productivity. When you usually read promises like "10x something" it is an overestimation but not, in this case, 10x promise here is rather an underestimation :-)
Dariia Sydorenko

Dariia Sydorenko

Snr. PM, EPAM
        This course had easy-to-digest, informative content and the format enabled you to immediately put it into practice! So many great ideas coming out of the session to drive productivity for PM teams!
Katie Kahl

Katie Kahl

CPO, iPipeline
        Mustafa has extensive knowledge on how to build successful products. He has personally helped and mentored me on several of my previous jobs and his insights have changed the trajectory of my career for the better. His product experience combined with Generative AI is a killer combo.
Logan Drew

Logan Drew

SVP Product, Sagent
        This course was fantastic - a great value for the knowledge and resources that you receive. The hands-on learning opportunity was helpful in reinforcing learning while being able to have an expert on AI for PM provide feedback. Highly recommend!
Nydia Boswell

Nydia Boswell

VP, Product Management symplr
        The course provided great insights into the capabilities of AI, leading to significant improvements in efficiency and work quality for Product Managers and Leaders. "AI Enabled Product Management Playbook" shared by Mustafa is a game-changer. It offers a wide range of prompts covering the entire product development process, making it an indispensab
Anastasia Nadzen

Anastasia Nadzen

Snr. PM, Equilab
        Great course for product managers getting started with AI. We learned useful prompts and started using them within the first hour. Great use of time and money. Loved the hands-on nature of the course. Mustafa is a great instructor
Gail Batac

Gail Batac

Snr. Product Manager, Paypal
        Great class and a wealth of knowledge. Mustafa's focus on ensuring that the class never loses sight of the measurable impact of how AI can augment and unlock new PM skills, helps not only reinforce the value of AI but also gives PMs the strategy to deploy and utilize the newly acquired skills in their organization.
Ben Nuque

Ben Nuque

Snr. Manager, Digital Products, CSA Group
        Mustafa has been helping me use ChatGPT to create better product outcomes. What used to take hours now takes minutes. Every task is a breeze. A must for every product manager.
Daniel Valik

Daniel Valik

Product Leader, Cisco
        At the core, I am not a product manager but an engineer. Mustafa has been absolutely awesome in helping me become a better founder. He has taught me a whole bunch of PM prompts that I use even today. The best part, you get his years of experience through his prompts.
Hamza Farooq

Hamza Farooq

Founder, traversaal.ai
        I want all my PMs to take this course. It is practical and you can put it to use right away. It is a great way to get started with AI quickly, save time, and boost your productivity.
Phil Ahad

Phil Ahad

CPO, Toluna

Meet your instructor

Mustafa Kapadia

Mustafa Kapadia

Founder | ex-Google | Products & Innovation

As a product coach, I've helped hundreds of PMs use AI for product development.


I've seen firsthand, PMs working 10x faster, saving 80% of their time, and delivering high-quality work.


The best part? They are seen as pioneers and it fast-tracks their careers.


Now, I want to share my proven AI-enabled PM playbook and help you do the same.


I have over 20 years of experience in Product & Innovation. Most recently, I was the Global Head of Product at Google. Prior to that I ran the Innovation practice at IBM, and Deloitte. Currently, I am a founder at a stealth Generative AI startup.


You can read my articles on how to automate PM tasks at echo-point.com

Frequently Asked Questions