Episode 259: Simplifying AI for Global Customer Impact with Srinivasan Raghavan

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1. 

   E267 · 22 Apr 2026 · 20 min

   Episode 267: How OKRs Become Outputs Instead of Outcomes

   OKRs are one of the most misunderstood frameworks in product. They turn into renamed roadmaps, copy-paste cascades, and measures of output instead of real outcomes. In this Product Thinking Podcast compilation, Melissa Perri brings together four leaders who share what it takes to make OKRs actually work. Hugo Froes, then head of product operations at OLX, shares how splitting OKRs into discovery, build, and outcome types gives teams a more honest way to track progress without losing sight of what needs to ship. Jeff Gothelf and Josh Seiden of Sense & Respond Learning explain why key results…

2. 

   E261 · 28 Jan 2026 · 20 min

   Episode 261: AI Implementation in Regulated and High-Trust Industries

   AI is moving quickly from experimentation into real products, but in regulated and high-trust environments the stakes are much higher. In this compilation episode of the Product Thinking Podcast, host Melissa Perri brings together perspectives from multiple product leaders to explore what it really takes to ship AI responsibly when accuracy, trust, and risk management matter. You will hear from Maryam Ashoori, who works at IBM and was involved in building Watsonx. She explains what AI agents actually are, why large language models hallucinate, and how guardrails and human oversight help…

3. 

   E260 · 10 Dec 2025 · 9 min

   Episode 260: Avoiding Common Mistakes in Org Design

   In this episode of the Product Thinking Podcast, Melissa Perri delves into the intricate world of organizational design for product management teams. She explores how to structure teams effectively around value streams, rather than falling into the trap of organizing by architecture. Melissa emphasizes the critical role of platform teams and the importance of starting with a solid product strategy before diving into organizational design. Melissa sheds light on the necessity for product managers to have a clear roadmap ownership and the challenges of maintaining short layers of control in…

4. 

   E258 · 26 Nov 2025 · 7 min

   Episode 258: Treating Internal Tools with Equal Rigor

   In this episode, Melissa Perri dives into the intricacies of product management with a focus on both inbound and outbound product management. Whether you're working on internal tools or customer-facing products, the strategic processes involved are crucial and similar across the board. Melissa discusses the importance of having a strategy, discovery, and delivery process in place to maximize the value stream and mitigate risks, regardless of the product's focus. Melissa provides examples of how internal tools, like algorithms for insurance claims or bank teller systems, can significantly…

5. 

   E257 · 19 Nov 2025 · 38 min

   Episode 257: Making Product Launches Work at Scale with Michael Dodsworth

   In this episode of the Product Thinking Podcast, Melissa Perri is joined by Michael Dodsworth, the founder and CEO of Fanfare. Michael shares his insights on the importance of storytelling in product management and how it can drive product success. He discusses his transition from engineering roles to leading innovative product launches that create immersive experiences and captivate audiences. Through his experiences, Michael emphasizes the significance of aligning strategic goals with customer engagement to elevate product performance. Tune in to explore how Michael's approach to…

6. 

   E256 · 12 Nov 2025 · 9 min

   Episode 256: De-Risking Product Launches Effectively

   In this episode, Melissa Perri discusses the common dilemma faced by product managers: whether to prioritize large, high-risk features or focus on delivering smaller, incremental updates. She delves into the considerations that should guide this decision, including the value to users, stakeholder goals, and the need for experimentation and risk management. Melissa shares insights on how to approach these decisions strategically to ensure both customer satisfaction and business success. Are you grappling with how to balance big projects against smaller, faster releases in your product…

7. 

   E271 · 24 Jun 2026 · 11 min

   Episode 271: The Gap Between AI Adoption and AI Strategy

   In this solo episode of the Product Thinking Podcast, Melissa Perri shares the results of the State of AI in Product 2026 survey of 309 product leaders, co-published with Product Circle. The tools are everywhere, but the work has not changed. Melissa walks through five findings and what they mean for you. Adoption is nearly universal, yet only a third of leaders say AI is strengthening their operating model. Melissa explains why the bottleneck is still upstream in discovery and decisions, and why AI acts as a multiplier rather than an equalizer, helping mature organizations and exposing the…

8. 

   E270 · 3 Jun 2026 · 14 min

   Episode 270: How Experimentation Becomes Culture

   What does it actually take for experimentation to stick inside a product organization? In this compilation episode of the Product Thinking Podcast, Melissa Perri brings together three perspectives on the leadership behaviors, portfolio decisions, and iteration loops that separate real experimentation from theater. David Bland, author of Testing Business Ideas, opens with what he has seen go wrong in well-funded companies that treat experimentation as a checkbox. He follows with a story about programs that died when leadership stopped reinforcing them, and the difference between living in a…

9. 

   E269 · 20 May 2026 · 15 min

   Episode 269: Continuous Discovery Habits That Actually Work

   Continuous discovery sounds simple and breaks down constantly in practice. In this compilation episode of the Product Thinking Podcast, Melissa Perri brings together three perspectives on what it actually takes to build the habit and why slowing down on discovery is still the fastest path to shipping the right thing. Teresa Torres, author of Continuous Discovery Habits, breaks down the structure underneath every method: outcome, opportunity, and solution. Teams doing this right never have to stop and replan. Christina Wodtke, lecturer at Stanford and formerly at Zynga, follows with the…

10. 

    E268 · 6 May 2026 · 25 min

    Episode 268: Rethinking What Done Means in Product Ops

    What does it mean for a product to actually be “done”? Not code in production, but customers buying, using, and loving it. In this compilation episode of the Product Thinking Podcast, Melissa Perri brings together three product leaders to explore the systems that make whole product launches consistent. Trisha Price, then Chief Product Officer at Pendo, argues for shifting the team's definition of done from "code complete" to "whole product complete." She reframes product marketing as a strategic voice in discovery, not a translation layer at launch, and shares how cadences keep the work…

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