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Madhumita Mantri

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Product Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTAgentic AI vs. AI Agents: The Billion-Dollar Distinction That Will Define Your Next Product LaunchYour GenAI project has a 78% chance of delivering zero material impact.The reason? Most leaders are asking the wrong question. It's not "Should we use AI?" but "Which AI architecture should we use?"The distinction between AI Agents (smart tools) and Agentic AI (collaborative systems) is the difference between a small ROI and a market-defining transformation.In my latest Product Mastery newsletter, I break down:The thermostat vs. smart home analogy that makes it click. My MARS framework to evaluate any AI system. How Bayer predicts flu weeks earlier and how an e-commerce...2025-07-2810 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTAgentic AI Monetization Secrets: Turning Tiny AI Hacks into Recurring RevenueThe core philosophy is that individuals, particularly solopreneurs and product managers, can leverage simple AI tools and "hacks" to generate sustainable income streams without needing venture capital funding or complex coding knowledge. The emphasis is on identifying real-world problems, using readily available no-code platforms and AI APIs, and applying creative prompts to build valuable, monetizable solutions. It's about turning everyday struggles into thriving, AI-driven side hustles or businesses through practical, actionable insights and solid execution.2025-06-1615 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTThe AI Solo Founder Mindset: How I 10x'd My PM ImpactThis podcast episode introduces and elaborates on the "AI Solo Founder Mindset," a new paradigm for product managers (PMs) in the age of AI. The core idea is not simply to use AI as a tool to augment existing tasks, but to fundamentally redesign workflows and approach product management as if one were a solo founder leveraging AI as a co-founder with complementary skills. This shift aims to significantly increase PM impact, efficiency, and ability to handle increasing complexity, particularly in technical domains like data platforms.2025-05-2617 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTAI Democratization For Product InnovationWe often hear that AI is expensive, complicated, and reserved for tech giants—but that’s no longer the whole story. Right now, a wave of accessible tools is leveling the playing field, enabling individuals and small businesses to innovate with AI without needing a PhD in Machine Learning. In this episode, you’ll learn:What AI democratization actually means,Why it’s critical to product success,How you can leverage these accessible tools—even if you’re not technical,And how real businesses are thriving by adopting a “no-code” or “low-code” approach to AI.By the end, you’ll h...2025-04-2114 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTTransforming PRDs into Data Product PrototypesIn this episode, "Transforming PRDs into Data Product Prototypes", you'll learn a practical guide to turning your Product Requirements Documents into working prototypes specifically for data products1 . Discover how to leverage generative AI not just as a tool, but as a way to strengthen your product sense2 . By the end of this show, you'll know exactly how to extract the core value proposition from your PRD, create a minimum viable data schema, use AI tools to accelerate your prototyping and strengthen your product sense, test your prototype with real users, and iterate based on actionable feedback .... Learn the VIBE...2025-04-2127 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTHow AI is Transforming Entry-Level Product JobsKey Takeaways:1. AI is fundamentally changing entry-level PM work The traditional tasks that once formed the foundation of APM roles—market research, competitive analysis, and requirement gathering—are now being augmented or automated by AI. At Salesforce, APMs are using ChatGPT to analyze 15 competitor products in days rather than weeks.2. The Three Horizons of Future Product WorkAI-Transformed Roles: Traditional functions enhanced by AIAI-Orchestrated Roles: PMs coordinating AI systems and human specialistsAI-Product Roles: New categories focused on building AI products3. Five Strategic Approaches to Thrive:Master AI as Your...2025-03-1615 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTMy Real-Life Journey Building Data Platforms and AI-Powered AppsThis podcast episode provides a firsthand account of the challenges and strategies involved in managing product development for data platforms and AI-powered features, contrasting it with traditional app product management. It highlights the critical role of data, iterative development, cross-functional collaboration, and continuous learning in achieving success in this domain.Key Themes and Ideas:Data is Paramount in AI Product Management:Iterative Development is Essential:Explainability and Trust are Crucial for Adoption:Cross-Functional Collaboration is Vital:Dive into - The Product Lifecycle for Data Platforms & AI-Powered Features2025-02-1434 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTAI-Powered PRDs: Write Killer Product Specs in Half the Time (A Real-Life Example)In this episode, we dive into the transformative impact of AI on Product Requirements Documents (PRDs). Traditional PRDs often suffer from inefficiencies such as excessive time consumption, miscommunication due to technical jargon, chaotic version control, and low engagement. We explore how AI serves as a "brilliant, tireless assistant," streamlining the PRD creation process by enhancing brainstorming, research, writing, and refinement, allowing product managers to focus on strategic vision.Key Topics Covered:The Problem with Traditional PRDs & The AI PromiseAI-Powered PRD Superpowers: Key Areas of ImpactStructuring Your PRD with AI's Assistance: Section-by-SectionReal-Life Example: The "Scheduled Group Ordering"...2025-01-2119 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTBuild your personal brand using AIThis episode explores how artificial intelligence can transform your personal and professional life.2024-12-0717 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTUnlock Explosive User Growth with AI & Psychologyn my latest podcast episode, I delve into the fascinating intersection of AI and psychology, revealing how to create truly engaging product experiences.Learn how to:Apply the "Habit Loop" framework to hook users.Leverage AI for personalized content and motivation.Design ethically and avoid manipulative tactics.2024-11-2518 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTBuild Better Data Products: Unlocking Deep Product Thinking with AIIn this episode of "Product Mastery in the Age of AI and Chat," we explore how AI tools like ChatGPT and Google Bard can revolutionize your approach to data product management.2024-10-2925 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTBuilding Trusted Data Foundations for Generative AIWelcome to today’s episode of “Building Trusted Data Foundations for Generative AI.” I’m Madhumita, your host and a product expert with a deep passion for artificial intelligence and data management. In this episode, we dive into a topic that’s critical for AI's future: establishing trusted data foundations for generative AI. We’ll discuss the importance of high-quality data, the challenges you may face, and practical strategies to ensure your AI models perform responsibly and ethically. Whether you’re a tech enthusiast, a data professional, or simply curious about AI’s evolving landscape, this episode has something for you. Tune in...2024-09-3017 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTBuilding AI/ML Data Platforms as ProductsIn the fast-paced world of data-driven decision-making, AI/ML and Data Platforms have become strategic assets for businesses. But to truly harness their potential, we need to shift our perspective and build them like products, not just technical projects.In my latest podcast episode, I have covered the key principles and strategies for building AI/ML and Data Platforms with a product-centric approach. I have highlighted the difference between traditional software platforms and those empowered by AI/ML, key insights and examples to help one create a platform that's both technically sound and user-centric.2024-08-2717 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTSafeguarding AI Outputs and Boosting R&DUnleash the full potential of AI in your R&D efforts! Learn how real-time monitoring and anomaly detection can safeguard AI output and accelerate innovation. Check out my latest article summarizing key takeaways from a podcast on this cutting-edge topic.2024-06-2922 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTCrafting AI-Powered PRDs with Me and ChatGPTIn this episode, I explore how AI and ChatGPT transform the creation of Product Requirement Documents (PRDs). Learn about key components of AI-powered PRDs, their impact on user experience, and privacy-conscious implementation. I'll even draft a mini-PRD for an AI-powered shopping assistant with ChatGPT! Ready to innovate? Experiment with AI in your product development!2024-04-2909 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTElevate & Innovate: Mastering Product Management with ChatGPTThis podcast dives deep into the world of product development, exploring cutting-edge tools and strategies to help you build better products.This episode takes a unique twist, featuring myself! As a product manager at StarTree, I share my journey of elevating StarTree ThirdEye (a real-time anomaly detection product) and mastering my own Product Management skills. The secret weapon is ChatGPT!Tune in to learn how ChatGPT can transform product management approach:Conduct insightful user interviewsBrainstorm innovative featuresStay ahead of industry trendsLearn from successful products2024-03-2516 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTFuture Proof Your Career in an AI-Driven WorldAre you ready to future-proof your career in an AI world?  The expert speakers, leadership coach Serin Silva and AI thought leader Madhumita Mantri, will provide actionable strategies for you to:Learn how to collaborate with AI: Discover proven techniques to take advantage of this technology and make it work for you. Learn how to drive innovation alongside AIIdentify the skills and mindset shifts needed to thrive in an AI augmented worldLearn how you can contribute and have a meaningful impact at workListen to this podcast to gain insights from industry experts, get real adv...2024-03-1928 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTUnlocking the Power of Generative AI: From Hype to Product RealityIn this session we have covered:Real-world examples: How companies are leveraging Generative AI.Practical frameworks: Learn actionable strategies to integrate Generative AI into product roadmap.Career insights: Discover how Generative AI is shaping the future of product management.Key Takeaways:Understand the current state of Generative AI and its potential applications in product development.Learn from real-world case studies and frameworks for implementing Generative AI effectively.Gain insights into the impact of Generative AI on product management careers.2024-02-1436 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTMaster the Art of Negotiation & Difficult Conversations, Even if You're Shy & a People PleaserReady to conquer those tough conversations and negotiations, but struggle with self-doubt and a natural tendency to please everyone? ️Listen to this podcast where we have explored The Art of Negotiation and Difficult Conversations, specifically tailored for folks like you: individuals with amazing potential who hold back due to shyness and people-pleasing tendencies.2024-01-2128 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTTransforming Visions into Value: The Art of Product Management in Service BusinessesI recently had the great pleasure of giving a Tech Talk at Blumetra Solutions during my visit to India. It was an incredible opportunity to share and discuss "Transforming Visions into Value: The Art of Product Management in Service Businesses" with the talented and inspiring team at Blumetra Solutions!In the dynamic world of service industries, the role of a product manager is about more than managing products—it's about creating experiences, driving innovation, and fostering growth.This talk covers key insights from "Vision to Values: Product Management for Services Business.", the unique challenges and opportunities in service product ma...2024-01-191h 31Product Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTRewards and Challenges: 0 to 1 B2B product in eCommerceAn exclusive event where we discussed the rewards and challenges of building a B2B product in eCommerce from scratch.Based on our personal experiences and insights, and answered to all the questions about:Identifying a B2B eCommerce opportunityValidating idea in B2B eCommerceBuilding a product that meets the needs of target market2023-11-1859 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTProduct Thinking: The Power to Build Products that users loveKey Themes & Takeaways:Foundational Principles - Understand the core tenets of Product Thinking and why they matter.Innovation Unveiled - Explore real-world examples of Products that went from 0 to 1, all thanks to a shift to Product thinking.Strategies & Tools - Get hands-on insights into tools and strategies that can revolutionize one’s product journey.Challenges & Triumphs - Hear candid stories about the hurdles faced during product development and how they were overcome2023-11-0459 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTFrom Idea to Launch: Building a ChatGPT-Powered ApplicationIn this podcast explore the following:Challenges in crafting a ChatGPT-driven sales lead tool.Strategies for idea validation.Pinpointing your ideal customer profile (ICP).Securing your first 10 customers.Achieving product-market fit.Crafting an MVP: design, functional & non-functional aspects, guided by a unique framework.Navigating the launch and go-to-market strategy.Embracing the highs and lows of a 0 to 1 product journey.2023-10-3038 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTThe Challenges and Rewards of Building 0 to 1 Platform ProductsThe Challenges and Rewards of Building 0 to 1 Platform Products2023-09-2548 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPT[Episode-2] The Challenges and Rewards of Building 0 to 1 ProductsWhether you're a seasoned professional or just stepping into the field, this event is designed to equip you with insights on “The Challenges and Rewards of Building 0 to 1 Products”. In the last episode, we covered: Defining the problem and Building the product. In this Episode, we have covered: validating and growing a product!2023-09-1041 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPT[Episode-1] The Challenges and Rewards of Building 0 to 1 ProductsWhether you're a seasoned professional or just stepping into the field, this event is designed to equip you with insights on “The Challenges and Rewards of Building 0 to 1 Products”. In this episode, we have covered: Defining the problem and Building the product. Stay tuned for the Next Episode for validating and growing a product!2023-09-0152 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTEpisode-2: Mastering Data Science and AI/ML Product Management: From Opportunity to InnovationMastering Data Science and AI/ML Product Management. Whether you're a seasoned professional or just stepping into the field, this event is designed to equip you with insights on becoming an effective Data Science and AI/ML Product Manager. Episode-2 agenda: 🔹 Launching and Scaling Data Science and AI/ML Products 🔹 The Future of Data Science and AI/ML Product Management Episode-1 agenda: (Link: https://youtu.be/hLytq1Y5pPM) 🔹 Introduction to Data Science and AI/ML Product Management 🔹 Identifying Opportunities for Data Science and AI/ML Products 🔹 Building and Developing Data Science and AI/ML Products2023-08-261h 09Product Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTEpisode-1: Mastering Data Science and AI/ML Product Management: From Opportunity to Innovation🔹 Introduction to Data Science and AI/ML Product Management 🔹 Identifying Opportunities for Data Science and AI/ML Products 🔹 Building and Developing Data Science and AI/ML Products2023-08-231h 04Product Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTHow to Start New Products That People Love: An AMA Session with Bijan SAre you a Product Manager or an Aspiring Product Manager or Founder who wants to learn how to start new products that people love? Then you don't want to miss this AMA session with Bijan S, Product Executive and Influencer. Bijan is the creator of Product Management Exercises, a community of 150K Product Managers. He is the founder of Product Monkey AI, designed to make product managers in tech companies more efficient by automating the creation of execution tasks from product design mocks. He has a wealth of experience in the tech industry, and helped to launch and grow several...2023-08-1642 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTHow to Craft a Winning Product Strategy in a Dynamic and Competitive Market?Insightful AMA session on "Crafting Winning Product Strategies in a Dynamic and Competitive Market" with Vivek Sundaram, Product Leader and Influencer!Discover valuable insights on leveraging Generative AI, real-world examples, and key considerations for success. Don't miss this opportunity to learn, connect, and unlock the secrets to success in product management.2023-07-2737 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTIncrease Your Chances of Interview Success with the Right Product Management Interview Preparation Solution!Product management interviews are tough because they require various skills and knowledge. There are a number of different product management interview preparation solutions available today, including online courses, mock interviews, and AI-powered solutions. Selecting the right product management interview preparation solution to help one succeed in their job search is crucial. In this podcast I am sharing a few tips and insights based on my experience to help you navigate through this.2023-06-3024 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTIf AI Will Radically Change The Nature of Product Management?In this podcast, we discussed the potential impact of AI on product management, the challenges and opportunities that AI presents for product managers, and how product managers can prepare for the impact of AI on their work.Furthermore, we discussed some of the ethical considerations that product managers need to be aware of when using AI. Don't miss this opportunity to learn from one of the leading experts in the field of product management!2023-05-2341 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTEmpowering Yourself: practical strategies to get hired in this job market and generative AI worldBased on our career success, and Ed’s recent experience in the job market, Ed has shared strategies and actionable tips to help you navigate through this competitive job market with confidence and land your next role.Don't miss out on this opportunity to learn from the best! Hope you enjoy listening to it!2023-04-0130 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTData-Driven Strategies for Achieving Product Market Fit in Early Stage B2B SaaS ProductA self hosted Q&A style session. In this session I have shared tips, insights, and best practices to help identify and target the right customers, optimize product features, and ultimately succeed in the market based on my experience so far and my research work. Hope you enjoy listening to it!2023-03-3118 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTAMA session on Product Management in B2BB2B businesses are growing fast. Having a unique voice and positioning is becoming important to stand out among competitors. Interested in learning about how Product Management has evolved in the B2B space?In this AMA session with Nitin Julka, Senior Director at LinkedIn and Prateek Jain, Sr. Manager, Product at Twilio I have discussed about this topic in depth.2023-02-2156 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTAMA session on evolution of Anomaly Detection to solve for business performanceDeeper understanding of shifts in critical KPI/metrics performance management is becoming a growing problem across many businesses. The evolution of Anomaly detection is helping to solve some of these unique challenges.In this AMA session with Aayush Bajaj, Data Scientist@Natwest Group I have discussed this topic in depth.2023-02-2148 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTAMA session on tips and framework to land in a Product role at GoogleRecent lay-offs must be hard on many professionals. Luckily there is still the right place for the right role at the right time at some of the great companies to work for in this world. Google is one of the dream companies for many. Interested in learning tips and frameworks to land a product role at Google?In this AMA session with Nicolas Lin, Senior Product Manager at Google I have discussed about this topic in depth.2023-02-2137 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTAMA session on democratization of predictive analytics for enterpriseAre you interested in querying into the future? If yes, then the answer is “Predictive Intelligence”. Well despite the buzz word many still don’t know what it actually is, why it is important, the evolution and tips for building strategy to enable it for Enterprises. Interested in learning more about it?In this AMA session I have discussed this topic with Hema Raghavan, Head of Engineering and Co-Founder at Kumo.AI in depth.2023-02-2147 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTAMA session: how Product + Program can be a powerful packageA few career trends on the raise are product management and program management in tech, especially for experienced professionals. Every tech company wanted to move fast. The only way that’s possible is to have the best planners work together. Product managers and program managers help companies to set realistic goals and then keep everything focused on those goals until the finish line. If we combine product management and program management then can this be a powerful package?In this AMA session I have discussed about this topic with Kajal Kamdar, Head of TPM and Operations, R&D...2023-02-2130 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTAMA session on 6 thinking hat for decision makingDecision-making is a daunting task, especially if there are a lot of risks involved or unknown consequences. As product professionals and leaders, we need to make decisions all the time.I always wondered about as an individual, how I can uncover my blindspots, eliminate bias and bring in different perspectives to make quality decisions. Vivek mentioned how 6 thinking hats can help address some of these challenges.In this AMA session with Vivek Sundaram, Product Leader and Influencer, I have dug deeper and learned about this topic further.2023-02-2130 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPT AMA session: career management tips to become good to great product managerBeyond shipping new features on a regular basis and keeping the peace between users, engineering, design, sales, marketing, and several cross-functional teams the best Product Managers are the ones who create products with strong user adoption that have exponential revenue growth and possibly disrupt an industry.This AMA session with Blair Presley, Product Management: Coach, Consultant, Researcher, and Podcaster covers the career management tips to become a good to great Product Manager.2023-02-2136 minProduct Mastery in the Age of AI and ChatGPTProduct Mastery in the Age of AI and ChatGPTA fireside chat with Nitin Julka about Product Career Planning (with a guest appearance from ChatGPT)"Product Career Planning” fireside chat session with Nitin Julka, Senior Director of Product Management at LinkedIn with a guest appearance from ChatGPT by Open.ai on 2/9 at 9AM PST. Hope you enjoyed reading and listening to it! If you have questions, comments, or thoughts please comment on the newsletter!In this session Nitin Julka discussed this topic in depth. We asked the same questions to chatGPT and were amazed to see the responses it shared.Thank you very much to the audience for your participation and asking great questions and making this an engaging session! In...2023-02-2032 min