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Microsoft CPO: If you aren’t prototyping with AI you’re doing it wrong | Aparna Chennapragada

Microsoft CPO: If you aren’t prototyping with AI you’re doing it wrong | Aparna Chennapragada

31 segments available

Aparna Chennapragada is the chief product officer of experiences and devices at Microsoft, where she oversees AI product strategy for their productivity tools and work on agents. Previously, she was the CPO at Robinhood, spent 12 years at Google, and is also on the board of eBay and Capital One. *What you’ll learn:* 1. How “prompt sets are the new PRDs” and why prototyping with AI is now essential for effective product development 2. The three key characteristics of AI agents: autonomy (delegation of tasks), complexity (handling multi-step challenges), and natural interaction (conversing beyond simple chat) 3. Why NLX (natural language experience) is the new UX, requiring deliberate design principles for conversational interfaces 4. Why the PM role isn’t dying in the AI era—it’s evolving to emphasize tastemaking and editing 5. How living “one year in the future” can be operationalized with programs like Microsoft’s Frontier 6. How even traditional enterprises can balance cutting-edge AI adoption with appropriate governance through dual-track approaches 7. Insights on leadership differences between Microsoft’s Satya Nadella (known for multi-level thinking and early trendspotting) and Google’s Sundar Pichai (mastery of complex ecosystems) 8. The vision for human and AI collaboration in the workplace, where people and agents achieve outcomes greater than either could alone 9. A practical framework for evaluating zero-to-one product opportunities *Transcript:* https://www.lennysnewsletter.com/p/microsoft-cpo-on-ai *Brought to you by:* Eppo—Run reliable, impactful experiments: https://explo.co/lenny Pragmatic Institute—Industry‑recognized product, marketing, and AI training and certifications: https://pragmaticinstitute.com/lenny Coda—The all-in-one collaborative workspace: https://coda.io/lenny *Where to find Aparna Chennapragada:* • X: https://x.com/aparnacd • LinkedIn: https://www.linkedin.com/in/aparnacd/ *Where to find Lenny:* • Newsletter: https://www.lennysnewsletter.com • X: https://twitter.com/lennysan • LinkedIn: https://www.linkedin.com/in/lennyrachitsky/ *In this episode, we cover:* (00:00) Introduction to Aparna Chennapragada (04:28) Aparna’s stand-up comedy journey (07:29) Transition to Microsoft and enterprise insights (10:00) The Frontier program and AI integration (13:28) Understanding AI agents (17:59) NLX is the new UX (22:28) The future of product development (31:16) Building a custom Chrome extension (35:45) Leadership styles of Satya and Sundar (37:47) Counterintuitive lessons in product building (41:20) Inflection points for successful products (45:16) GitHub Copilot and code generation (48:34) Excel’s enduring success (50:27) Pivotal career moments (54:55) The future of human-agent collaboration (56:25) Lightning round and final thoughts *Referenced:* • Google Lens: https://lens.google/ • Saturday Night Live: https://www.nbc.com/saturday-night-live • Reid Hoffman on LinkedIn: https://www.linkedin.com/in/reidhoffman/ • Robinhood: https://robinhood.com/ • eBay: https://www.ebay.com/ • Capital One: https://www.capitalone.com/ • Microsoft: https://www.microsoft.com/ • Aparna’s LinkedIn post about enterprise vs. consumer: https://www.linkedin.com/posts/aparnacd_every-enterprise-user-feature-has-a-shadow-activity-7321176091610542080-8X-E/ • The Epic Split: https://en.wikipedia.org/wiki/The_Epic_Split • AI Frontiers: https://www.microsoft.com/en-us/research/lab/ai-frontiers/ • OpenAI’s CPO on how AI changes must-have skills, moats, coding, startup playbooks, more | Kevin Weil (CPO at OpenAI, ex-Instagram, Twitter): https://www.lennysnewsletter.com/p/kevin-weil-open-ai • Deepseek: https://www.deepseek.com/ • Satya Nadella on LinkedIn: https://www.linkedin.com/in/satyanadella/ • Tobi Lütke’s leadership playbook: Playing infinite games, operating from first principles, and maximizing human potential (founder and CEO of Shopify): https://www.lennysnewsletter.com/p/tobi-lutkes-leadership-playbook • Tobi Lütke’s post on X about reflexive AI: https://x.com/tobi/status/1909251946235437514 • GitHub Copilot: https://github.com/features/copilot • Sundar Pichai on LinkedIn: https://www.linkedin.com/in/sundarpichai/ • South Park “Underwear Gnomes” episode: https://southpark.cc.com/episodes/13y790/south-park-gnomes-season-2-ep-17 • Google Home: https://home.google.com/welcome/ • Cursor: https://www.cursor.com/ • v0: https://v0.dev/ • Bolt: https://bolt.new/ • Lovable: https://lovable.dev/ • Replit: https://replit.com/ *Recommended book:* • A Brief History of Intelligence: Evolution, AI, and the Five Breakthroughs That Made Our Brains: https://www.amazon.com/Brief-History-Intelligence-Evolution-Breakthroughs/dp/0063286351 _Production and marketing by https://penname.co/._ _For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com._ Lenny may be an investor in the companies discussed.

Segments Timeline

1
0:00 - 2:12
2:12 duration439 words

Prototyping with AI: The New Essential

Aparna Chennapragada emphasizes the importance of prototyping in product development, especially with AI. She argues that without prototyping, products risk becoming disjointed and ineffective. The segment introduces the concept of NLX (Natural Language Experience) as the new UX, highlighting the need for structured conversations in product design.

"I, have a, cheesy, Chrome, extension. Literally, whenever I open a new tab, it just says, "How can you use AI to do what you're going to do right now?" How do you see the future of product development..."

2
2:12 - 4:28
2:15 duration343 words

The Stand-Up Comedy Connection

Aparna shares her journey into stand-up comedy and how it parallels product development. She discusses the concept of 'punchline market fit' and the iterative feedback loop of open mics, drawing a connection between comedy and product testing. This segment highlights the importance of resilience and quick iteration in both fields.

"you by EPO. EPO is a next generation AB testing and feature management platform built by alums of Airbnb and Snowflake for modern growth teams. Companies like Twitch, Miro, ClickUp, and DraftKings rel..."

3
4:28 - 7:29
3:01 duration598 words

Transitioning to Microsoft: Insights on Enterprise

Aparna reflects on her transition to Microsoft and the differences in building products for enterprise versus consumer markets. She discusses the challenges of balancing user experience with governance and security, emphasizing the nuanced approach required in enterprise product development.

"pragmaticinstitute.com/lenny. Aperna thank you so much for being here and welcome to the podcast. Thank you Lenny. Thanks for having me. when I asked a lot of people that work with you uh what I shoul..."

4
7:29 - 10:00
2:31 duration494 words

Living One Year in the Future

Aparna introduces the Frontier program at Microsoft, designed to help teams operate as if they are one year ahead in technology. She explains how this initiative encourages innovative thinking and the exploration of advanced AI tools, aiming to redefine how teams approach product development.

"serious again. So, you worked at most of your career at a lot of consumer internet companies. You worked at Google, Robin Hood. You're on the board of eBay, on the board of Capital 1. Now you're at Mi..."

5
10:00 - 12:00
2:00 duration397 words

Governance vs. Innovation in AI

In this segment, Aparna discusses the dual-track approach to AI adoption in enterprises, balancing cutting-edge innovation with necessary governance. She emphasizes the importance of not stifling early adopters while ensuring that new features are secure and compliant.

"bucket of this other this the the bus that Vanam's riding on of governance and I, don't know, adoption, and, changing behavior and stuff is there something you've learned about how to get past that he..."

6
12:00 - 14:01
2:01 duration409 words

The Role of AI Agents in Product Development

Aparna delves into the significance of AI agents in modern product development. She outlines how these agents can transform workflows and enhance productivity, while also addressing the challenges and expectations surrounding their integration into existing systems.

"like you know that's what empowers all these product building to happen but I want to push us to think about what does a frontier product look like uh and more importantly how does a frontier way of w..."

7
13:36 - 15:09
1:32 duration318 words

Understanding AI Agents

Chennapragada explains the concept of AI agents, highlighting their role as independent software processes capable of handling complex tasks. She outlines the evolution from traditional applications to a new era where AI assists humans in achieving goals, emphasizing the importance of autonomy, complexity, and natural interaction in agent design.

"agents. I know you're spending a lot of time in agents. Feels like you're not an AI company these days if you're not working on agents or building an agent. Lenny, we're doing this wrong. We didn't yo..."

8
15:09 - 16:26
1:17 duration262 words

The Power of AI Assistance

In this segment, Aparna shares a practical example of how AI agents can enhance productivity by providing insights and assistance in preparing for important meetings. She illustrates how AI can act as a co-pilot, enabling users to delegate tasks and gain new perspectives, ultimately enhancing decision-making capabilities.

"then you you you look at the dimension of almost like autonomy and delegation and intelligence as the intelligence for example when deep reasoning unlock happened. Of course, then you could say you ca..."

9
16:26 - 18:00
1:33 duration319 words

Three Principles of Effective AI Agents

Chennapragada outlines three key principles for designing effective AI agents: autonomy, complexity, and natural interaction. She explains how these principles shape the development of agents that can handle higher-order tasks, engage in asynchronous work, and facilitate more natural user interactions.

"think about agents, I think about three things. one is is an increasing um level of autonomy and kind of uh independence that you can delegate higher and higher order tasks. Second thing I think of it..."

10
18:00 - 19:43
1:42 duration325 words

NLX: The Future of User Experience

Aparna introduces the concept of Natural Language Experience (NLX) as the new frontier in user experience design. She discusses the shift from traditional graphical interfaces to conversational interfaces, emphasizing the need for thoughtful design principles that enhance user interactions with AI.

"agents, there's this acronym that you taught me as we were chatting ahead of this podcast, uh NLX. What is that and how does that relate to uh agents and why are people not thinking about this enough?..."

11
19:43 - 21:23
1:40 duration326 words

Designing Conversational Interfaces

In this segment, Chennapragada delves into the intricacies of designing conversational interfaces. She highlights the importance of prompts, plans, and follow-up interactions as new UI elements that enhance user experience, stressing that effective design is crucial for successful AI interactions.

"that's um that I think about a lot is showing the work, right? Progress. You see this with uh uh different products right? You see with the co-pilot, you see with JBT, DeepC, this idea of thinking alo..."

12
21:23 - 23:02
1:38 duration340 words

The Future of Product Development

Aparna shares her vision for the future of product development, emphasizing the necessity of prototyping and rapid iteration. She argues that prompt sets are the new Product Requirement Documents (PRDs) and discusses the evolving role of product managers in this new landscape.

"path here. This resonates a lot with when we had Kevin Wheel on the podcast he talked about this question of just how much to show about what you're saying and you know uh and it's interesting that De..."

13
23:02 - 27:00
3:57 duration738 words

The Evolving Role of Product Managers

Chennapragada discusses the changing landscape for product managers in the age of AI. She emphasizes the importance of taste-making and editing in product development, arguing that while the prototyping phase has accelerated, the bar for successful deployment has also risen, requiring a balance of creativity and governance.

"statement uh that I say internally and externally and I I'm trying to live it is that in this day and age if you're not prototyping and building to see what you want to build I think you're doing it w..."

14
27:00 - 28:01
1:01 duration197 words

Prototyping Culture at Microsoft

Aparna shares insights on how Microsoft fosters a culture of prototyping within its teams. She explains the importance of live demos and prototypes in communicating ideas, especially for new products and features. This segment underscores the cultural shift towards embracing prototyping as a standard practice in product development.

"yeah I just made it up but yes okay cool uh this idea of prototyping as being kind of core to building these days. Is there anything you do within Microsoft to operationalize that and make that just l..."

15
28:01 - 29:39
1:38 duration324 words

The Evolving Role of Product Managers

In this segment, Chennapragada addresses the misconception that product managers (PMs) are becoming obsolete due to AI tools. She argues that the role is evolving, emphasizing the importance of taste-making and editing in a landscape flooded with ideas and prototypes. This discussion highlights the critical function PMs serve in guiding product direction and ensuring successful adoption.

"Okay, let's talk about product management. There's this uh fear that emerged as soon as all these AI coding tools came out of just like PMs are dead. We don't need PMs. We could just build things ours..."

16
29:39 - 30:41
1:01 duration208 words

Unlocking Ideas in Product Development

Aparna reflects on the changing dynamics of product development, where gatekeeping is diminishing, allowing for a broader range of ideas from engineers and designers. She discusses the importance of collaboration and how AI tools can enhance communication and idea generation, ultimately leading to more innovative products.

"there's a there's an interesting side effect I am observing in you know startups that I'm advising companies and even within the companies that there's there used to be more gatekeeping I would say in..."

17
30:41 - 32:40
1:58 duration406 words

Embracing AI's Rapid Evolution

Chennapragada emphasizes the need for product builders to adapt to the rapid advancements in AI capabilities. She discusses the importance of maintaining high expectations for AI tools and the potential for unlocking new opportunities by challenging previous assumptions about their limitations. This segment encourages a mindset shift towards embracing AI's evolving potential.

"which is WWXD. I call it what would X do like I use to say hey um what would uh Satya think about like this particular set of uh uh conversations or ideas that we're pitching and so on. This is the po..."

18
32:40 - 33:18
0:38 duration136 words

Counterintuitive Lessons in Product Building

In this insightful segment, Aparna shares a counterintuitive lesson about product development: the importance of solving problems before scaling solutions. She illustrates this concept with examples from her experience, advocating for a flexible approach that allows for exploration and adaptation during the early stages of product development.

"last point is so important that we've tried these tools over the years and it many like so far it hasn't been amazing and, then, all, of a, sudden, it, is, and, you kind of don't know that and you've ..."

19
37:23 - 38:40
1:16 duration237 words

Solve Before Scale

Aparna Chennapragada shares a counterintuitive lesson in product development: the importance of solving problems before scaling solutions. She emphasizes that in the early stages of product development, teams should embrace chaos and be open to pivoting their focus based on new insights, rather than rushing to scale prematurely.

"hey, what why are we like here's like a specific insight that I saw on Twitter and like you can count on the fact that he's ahead of pretty much everybody else in terms of spotting those early things ..."

20
38:40 - 40:21
1:40 duration339 words

The Dangers of Premature Metrics

Chennapragada discusses the pitfalls of relying on metrics too early in the product development process. She warns against false precision and emphasizes the need for qualitative insights over quantitative metrics when developing new products, particularly in the zero-to-one phase.

"that's either postp productduct market fit or even at least like in this roughly in the ball ballpark. So to give you a couple of examples, right? I think when we when you look at the solve stage, the..."

21
40:21 - 42:50
2:28 duration502 words

Identifying Inflection Points

In this segment, Aparna outlines a framework for evaluating product opportunities by identifying key inflection points. She highlights the importance of technological shifts, changes in consumer behavior, and new business models as critical factors that can signal the right time to launch a product.

"first of all right like you kind of u I mean CTR when you have like thousand people doesn't mean anything. Uh you know retention also may not mean anything. So really being very wary of like this uh b..."

22
42:50 - 44:50
2:00 duration381 words

Why Now? The Three Factors

Chennapragada elaborates on the three factors that should align for a successful product launch: a technological shift, a change in consumer behavior, and a new business model. She emphasizes that at least two of these factors should be present to justify the timing of a new product.

"on and suddenly when storage became free and mostly free and everybody had phones everywhere all all the time. You took pictures of everything, right? And then you had like enough of pictures or you u..."

23
44:50 - 46:01
1:11 duration248 words

The GitHub Advantage

Aparna discusses GitHub's unique position in the AI coding tool space, highlighting its comprehensive system that integrates various features for developers. She explains how GitHub's approach to code generation and collaboration sets it apart from competitors.

"to do it today. Absolutely. Awesome. And you didn't mention Robin Hood, I think in that example. That was another good example of Yeah. Yeah. I mean, talk about the business model of kind of uh again ..."

24
46:01 - 48:00
1:58 duration394 words

Excel's Enduring Success

In this segment, Chennapragada reflects on the reasons behind Excel's continued dominance in the productivity space. She discusses how Excel empowers non-coders with programming capabilities and the importance of its deep functionality, despite the initial learning curve.

"know it's interesting the framing. Uh so I'm a daily user of GitHub copilot. uh and I would say look uh the the if you unpack I think the thing the the beauty of this is that code generation is become..."

25
48:00 - 52:09
4:09 duration820 words

A Pivotal Career Moment

Aparna shares a pivotal moment in her career at Google, where she learned the importance of adaptability in product development. She recounts her experience with personalization in search and how it led to the creation of Google Now, emphasizing the need for innovation in response to user needs.

"all competitors to the fact of u they're not all kind of um uh you know uh doing the same job. I think when you're at the end of the day like you're building uh code for companies to run on, you need ..."

26
52:14 - 53:02
0:47 duration159 words

The Evolution of AI Agents

Aparna explores the concept of AI agents, discussing how Google Now was an early iteration of this technology. She contrasts the past limitations of AI interfaces with today's advancements, emphasizing the need for better integration of intelligence and user experience in AI products.

"around the corner and kind of seeing where where things go and building the product to rise to the occasion uh way more than you you know the the scaling and s sustaining uh products second it's harsh..."

27
53:02 - 54:21
1:18 duration301 words

Navigating Product Development Challenges

In this segment, Aparna reflects on the challenges faced during product development, particularly the time it takes to unlock the full potential of technology. She discusses the importance of recognizing when to pivot or start anew in the product lifecycle, drawing from her experiences at Google.

"It's such a great story because because it didn't work out right in the end like Google now kind of went away, right? And by the way, I super remember that product. It was very cool. I remember lookin..."

28
54:21 - 55:36
1:15 duration230 words

The Future of Human-Agent Collaboration

Aparna shares her vision for the future of collaboration between humans and AI agents. She discusses the potential for creating co-working environments where both can work together effectively, enhancing productivity and innovation in the workplace.

"other times you just have to start over is Google now the first agent before agents that's what it feels like that was certainly the idea uh you know inter but it is fascinating to me that the interfa..."

29
55:36 - 56:30
0:54 duration193 words

Reimagining Collaborative Spaces

Aparna envisions a future where collaborative spaces integrate AI agents to enhance teamwork. She emphasizes the need for these environments to facilitate seamless communication and task delegation between humans and AI, paving the way for more significant outcomes.

"what any one of us or any few of us can uh produce. Well, I need to hear more about this. What do you when do you imagine a co-working space of humans and agents? What does this look like? Is this lik..."

30
56:30 - 58:20
1:50 duration373 words

Lightning Round Insights

In a rapid-fire segment, Aparna shares her favorite books, shows, and products, including her recent read 'A Brief History of Intelligence' and her admiration for the app Granola. This light-hearted discussion highlights her interests and the tools she finds valuable in her daily life.

"round. Are you ready? Let's do it. Let's do it. First question, what are two or three books that you find yourself recommending most to other people? Oh, I have recency bias, but I've been reading thi..."

31
58:20 - 1:00:44
2:23 duration483 words

Final Thoughts and Connections

Aparna concludes the conversation by sharing her favorite life motto and encouraging listeners to reach out with ideas about AI tools and products. She emphasizes the importance of building the future and invites collaboration and discussion on innovative concepts.

"quick pitch here. If you become an annual subscriber of my newsletter, you get a year free of granola for your entire company. Did not know that. There we go. So, and then just check that out. Lenny's..."