LLMs are everywhere — ChatGPT, Claude, Gemini — and every PM is being asked, “Can we build something with them?”
In this episode of Product Bakar, we cut through the hype and talk about what really works (and what doesn’t) when building products powered by Large Language Models.
You’ll learn:
If you’re a Product Manager, founder, or builder navigating the AI wave — this episode helps you understand where to double down and where to draw the line.
🎧 Listen to Product Bakar: Building with LLMs — What Works and What Doesn’t for PMs.
Keywords: Product Management, AI Products, LLMs, ChatGPT, Building with AI, PM Podcast, Product Bakar, AI Strategy, Product Design, Responsible AI
Episode Description
AI is powerful — but it’s also a black box. Users don’t always know how it works, why it made a decision, or whether to trust it.
In this episode of Product Bakar, Rishikesh Kankal dives into one of the most critical — and overlooked — aspects of AI product design: trust.
You’ll learn why adoption depends more on confidence than accuracy, and how product managers can embed Explainability, Transparency, and Control into their AI experiences.
👉 Here’s what we cover:
Because in the world of AI, the question isn’t “Can it work?” — it’s “Will users trust it enough to use it?”
Tags and Keywords:
Product Management, AI, Explainability, Transparency, Trust in AI, UX, Product Design, Machine Learning, Human-AI Interaction, Responsible AI, Product Bakar, Rishikesh Kankal, Product Strategy, PM Podcast
Your CEO wants AI in the product. Your engineers are excited. Customers are asking for it.
Now there are dozens of AI ideas on the table — but which ones actually create user and business value?
In this episode, Rishikesh Kankal shares a clear, actionable framework for prioritizing AI use cases in your product roadmap using three lenses: Value, Feasibility, and Risk.
You’ll learn how to evaluate which AI ideas matter most, identify quick wins that drive impact fast, and choose strategic bets that align with your long-term vision — all while avoiding hype-driven decisions.
Because great product management isn’t about adding AI everywhere — it’s about using AI where it truly makes a difference.
🎧 Key Topics Covered:
Framework: Value × Feasibility × Risk for AI prioritization
How to spot “AI for show” vs “AI that solves real problems”
Balancing short-term wins with long-term innovation bets
Keeping your roadmap focused on users, not hype
🧠 AI & SEO Keywords (for discovery):
AI product management, AI roadmap prioritization, product strategy, product leadership, AI frameworks, AI use cases, feature prioritization, AI-driven innovation, PM and AI, AI product lifecycle, AI feasibility, AI value assessment, AI risk management
#ProductBakar #AI #ProductManagement #Prioritization #Roadmapping #TechLeadership #ArtificialIntelligence #ProductStrategy
Should AI be a feature in your product — or should AI be your product? 🤔
It’s a subtle difference that completely changes your product strategy, roadmap, and even your business model.
In this 5-minute episode, Rishikesh Kankal breaks down how product managers can make this call with clarity — using real-world examples like Gmail, Canva, ChatGPT, and Notion.
You’ll learn:
When to use AI as a feature to improve existing workflows
When to build AI as the core product itself
3 guiding questions to decide the right approach
The risks and upsides of each path
How PMs can avoid the “AI for the sake of AI” trap
💡 Key Takeaway:
AI as a feature improves your product.
AI as a product defines your product.
Your job as a PM is to know the difference — and make that call intentionally.
🎙️ Product Bakar brings weekly 5-minute episodes that spark sharper thinking for modern product managers.
Next up: How to Prioritize AI Use Cases in Your Roadmap.
🔖 Tags:
#ProductManagement #AIProducts #ProductBakar #ProductStrategy #ArtificialIntelligence #ProductManager #TechPodcast #AIFeatures #ProductDesign #Roadmapping #Innovation #PMCareer #AIForPMs #RishikeshKankal
Once upon a time, every product became mobile. Then cloud. Then data-driven. Now it’s AI’s turn.
In this episode of Product Bakar, host Rishikesh Kankal breaks down why it’s inevitable that every product will soon be an AI product — and what this shift means for Product Managers.
You’ll learn:
The 3 stages of AI adoption (Invisible, Assistive, Autonomous)
Why AI is moving from feature to fabric
How PMs can stay ahead by designing for AI-native workflows
🎙️ Tune in to understand the mindset shift every PM needs:
Stop asking “Should we use AI?”
Start asking “What happens if we don’t?”
#ProductManagement #AI #ProductBakar #ProductTank #ProductManagers #AIinProducts
Most product managers today are AI tourists — they explore AI, experiment with it, maybe even launch a few features. But thinking like an AI-native PM? That’s a different game.
In this short, crisp episode of Product Bakar, we unpack what it really means to be an AI-native product manager — someone who builds with AI as the foundation, not as an afterthought.
You’ll learn:
How to shift from adding AI on top to designing from AI up.
The three traits that define AI-native PMs:
1️⃣ Curiosity about data, not just features.
2️⃣ Comfort with probabilistic, “imperfect” systems.
3️⃣ Focus on human + AI collaboration instead of replacement.
How to reframe your product questions with an AI-first mindset — from measuring trust to designing for model errors.
If you’re a PM, founder, or builder trying to stay ahead of the AI curve — this one’s for you.
Tags / Keywords
AI Product Management, Product Thinking, Data Strategy, Product Leadership, PM Mindset, Product Bakar, AI-native PM, Artificial Intelligence, Product Management Podcast, Rishikesh Kankal
We’ve always designed products for humans. But in an AI-first world, not all of your product’s “users” are human anymore. Increasingly, AI agents are researching, comparing, and even transacting on behalf of people.
In this episode of Product Bakar, we explore:
The shift from UX to AX isn’t optional — it’s already happening. The real question is: is your product ready for agents as well as people?
🎧 Follow Product Bakar for more episodes in our AI season — from building with LLMs to rethinking product metrics in an AI-first world.
Tags / Keywords:
Product Management, AI, Artificial Intelligence, Agent Experience, UX vs AX, PM Skills, Product Strategy, AI for PMs, Product Bakar, Tech Innovation
Show Notes / Links:
AI is everywhere — from boardroom conversations to the apps we use every day. But for product managers, the challenge isn’t keeping up with hype — it’s cutting through it.
In this first episode of our AI season on Product Bakar, we explore what AI really means for PMs:
Why AI feels overwhelming right now
The three lenses to think about AI — Enabler, Differentiator, and Disruptor
What PMs should focus on beyond accuracy: trust, adoption, and impact
If you’re a PM wondering how to move from “AI is cool” to “AI is useful”, this episode is for you.
Follow the show for more episodes in this season where we’ll dive into use cases, agentic commerce, and the future of PM in an AI-first world.
Keywords:
Product Management, AI, Artificial Intelligence, PM Skills, Product Strategy, AI for PMs, Product Bakar, Tech, Product Managers, Innovation
Welcome back to Product Bakar! 🚀
This season is different. We’re diving headfirst into AI and Product Management — not the hype, but the real shifts every PM needs to understand.
Over 30 sharp, practical episodes, we’ll explore:
How AI changes the way we build, design, and measure products
Whether AI is just a feature or the product itself
The rise of agentic commerce, synthetic users, and the death of search
Lessons from Spotify, Netflix, Duolingo — and failed AI products
The tough questions: ethics, bias, regulation, and will AI replace PMs?
By the end of this season, you’ll think like an AI-native PM — someone ready to cut through noise and build what really matters.
Follow Product Bakar to join the journey — and share this season with a fellow PM who’s curious (or worried) about AI.
👉 This is the AI Season. Let’s go.
We’ve reached the end of this season of Product Bakar! 🎙️
In this short wrap-up episode, Rishi shares:
A big milestone: Product Bakar just crossed 1,000 streams & downloads 🎉
What you, the listeners, had to say about the show — 45% find it super valuable, 5% want it to go deeper, and 55% haven’t explored it enough yet.
A sneak peek into what’s next: a brand-new season focused entirely on AI for Product Managers.
Thank you for tuning in, sharing, and building with us. This is just the beginning 🔥
👉 If you enjoyed this season, share your favorite episode with a teammate or friend.
Every PM talks about UX and UI — but let’s be honest, most of us confuse the two.
In this episode of Product Bakar, host Rishi Kankal breaks down what PMs really need to know about UX and UI design — without jargon or design-speak.
👉 UX ≠ UI: what they actually mean and why the difference matters
👉 The PM’s role in shaping flows, consistency, and user delight
👉 6 timeless principles of good design
👉 The most common UX/UI mistakes PMs make
👉 Real-world examples: Airbnb, Notion, Spotify, WhatsApp
👉 How AI is already shaping design — and how to use it responsibly
👉 Inspiration from legends like Dieter Rams, Jony Ive, Mathias Duarte & Don Norman
Whether you’re collaborating with designers, shipping features, or reviewing flows — this episode will sharpen your eye for design and make you a better PM.
🎧 Listen now and learn how to build products that are not just functional, but delightful.
Tags: Product Management, UX, UI, Design Thinking, AI, PM Skills, Don Norman, Material Desig
As Product Managers, we chase features, growth, and speed. But here’s the truth — if users don’t trust us with their data, none of it matters.
In this episode of Product Bakar, host Rishikesh Kankal breaks down what PMs need to know about privacy, security, and AI — without the jargon.
👉 Why trust is your real product moat
👉 The 9 key questions every PM must ask before shipping
👉 How GDPR, CCPA, DPDP, and the new EU AI Act impact your product
👉 Real examples of privacy-first design from Apple, Signal, and AI tools
👉 A PM playbook to bake security and ethics into your PRDs
Whether you’re shipping features, running experiments, or building with AI — this episode will help you earn trust and build responsibly.
🎧 Listen now, and learn how to build bold, build safe, and keep that fire alive. 🔥
Tags: Product Management, AI, Data Privacy, Security, PM Skills, Trust, GDPR, Compliance, UX
Spotify Episode Description:
In this episode of Product Bakar, Rishi dives into the world of Product-Led Growth (PLG) — the strategy that’s turning traditional sales and marketing upside down.
You’ll learn:
From crafting seamless onboarding flows to obsessing over activation metrics — this is a masterclass in thinking like a modern PM.
If you’re building a SaaS product or working in B2B tech — this episode is a must.
🎧 Tune in, and let the product do the talking.
Feeling swamped by dashboards, buried under user feedback, and staring at a blank PRD? The product manager role is more demanding than ever, but a powerful new ally has arrived.
In this episode, Rishikesh Kankal demystifies the world of Generative AI for PMs. This isn't science fiction; it's about practical tools you can use today to automate grunt work, uncover insights faster, and make smarter strategic decisions. Discover how to reclaim your time and focus on what truly matters: building great products.
You won't be replaced by AI, but you might be replaced by a PM who uses it better. Listen now to get ahead of the curve.
In this episode, you'll learn:
🛠️ The 8 key areas where AI can act as your co-pilot, from user research and strategy to writing and data analysis.
🚫 The crucial reality check: What AI still can't do and where your human intuition remains irreplaceable.
🚀 A simple 3-step framework to start using AI today without feeling overwhelmed.
🔮 A glimpse into the future and the skills that will define the next generation of top-tier Product Managers.
Connect with Product Bakar:
If this episode helped you, please leave a ⭐️⭐️⭐️⭐️⭐️ rating and share it with a PM friend!
Keywords: Product Management, AI, Artificial Intelligence, Generative AI, ChatGPT, Product Strategy, User Research, PRD, Product Roadmap, Tech Podcast, PM Career, Figma, Notion, Future of Work
Ready to master the art of building great products? In this episode of Product Bakar, host Rishi unpacks the seven stages of the Product Development Lifecycle (PDLC). From the initial spark of an idea to the post-launch hustle and even the final sunset of a product, we'll cover the essential framework every Product Manager needs to know.
We'll dive into:
This isn't about memorizing acronyms; it's about having a clear, structured roadmap to build products that deliver real value. Plus, Rishi shares a hot take on optimizing your process and answers a listener question about the most common PDLC mistake PMs make.
Tune in to discover how to navigate the PDLC and turn your raw ideas into market-ready solutions!
Tags: Product Management, Product Manager, Product Development, PDLC, Product Lifecycle, Agile, MVP, Tech, Innovation, Startup, Business, Rishi, Product Bakar
Ready to ignite your product mind? 🔥 In this episode of Product Bakar, Rishi dives deep into Agile methodology for Product Managers. Is it still relevant in the age of AI? Absolutely, and perhaps more crucial than ever!
We'll uncover:
Tune in to discover why Agile continues to be the bedrock of successful product development, even as AI transforms our landscape. Don't miss out on these essential insights!
#ProductManagement #Agile #AI #ProductBakar #Podcast #Tech #Innovation #ProductDevelopment #Scrum #ProductStrategy
In this episode of Product Bakar, Rishi dives deep into a topic that many PMs shy away from — Technical Acumen.
You don’t need a CS degree, but you do need to understand how your product works. We explore:
This isn’t about writing code — it’s about building confidence, clarity, and credibility.
🎧 Grab your chai or coffee, and let’s decode the tech side of product together.
Hello everyone welcome back to Product Bakar's new Episode where I talk about the importance of importance of Stakeholder Management for Product Managers. In this episode I have covered,
Hope you find this episode helpful in adding to your knowledge base.
If you have any questions please reach out to Rishikesh at, rishikesh@productbakar.com.
Hello everyone welcome back to Product Bakar's new Episode where I talk about the importance of importance of Communication for Product Managers. In this episode I have covered,
Hope you find this episode helpful in adding to your knowledge base. If you have any questions please reach out to Rishikesh at, rishikesh@productbakar.com.
Hello everyone welcome back to Product Bakar's new Episode where I talk about the importance of Data Analysis and importance of Data driven decisions for Product Managers. In this episode I have covered,
Hope you find this episode helpful in adding to your knowledge base. If you have any questions please reach out to Rishikesh at, rishikesh@productbakar.com.