#169 Building Intelligent Products for the next Billion Users

#169 Building Intelligent Products for the next Billion Users

Author: Venkata"Raghu Banda" March 13, 2026 Duration: 1:07:47

In this episode of XTraw AI, host Raghu Banda sits down with product leader Vinod Suresh to explore how artificial intelligence is reshaping modern products, customer experiences, and platform innovation at scale. From building AI-driven capabilities for millions of users to balancing innovation with responsible design, this conversation dives into the real-world challenges and opportunities of embedding AI into products and platforms.

What you’ll hear in this episode:

AI-Powered Product Innovation – How AI is transforming product management and enabling intelligent, customer-centric experiences across digital platforms.

From Hype to Real Impact – The biggest challenges enterprises face when adopting AI and what it takes to move from experimentation to scalable AI solutions.

Designing Human-Centric AI – Why the future of AI products depends on trust, usability, and thoughtful integration into everyday customer workflows.

You can reach @ Vinod Suresh

My LinkedIn @ Raghu Banda

Our Website @ XTraw AI


Hosted by Venkata "Raghu" Banda, XTraw AI: Machine Learning and AI Applications is a regular conversation for anyone curious about how these technologies are reshaping our world. Instead of abstract theory, each episode focuses on practical uses and the tangible impact of artificial intelligence. You'll hear discussions that unpack how machine learning models are built and deployed in real scenarios, from everyday tools to complex industry systems. Raghu brings a grounded perspective to these topics, releasing new conversations once or twice a month. This podcast serves as a reliable source for understanding the trajectory of AI, cutting through the hype to examine what these applications actually do and where they might lead us next. The tone is exploratory and thoughtful, designed for both technical professionals and engaged enthusiasts who want to stay informed. By tuning in, you gain insight into the mechanisms behind intelligent systems and the considerations that guide their development. It’s about connecting the dots between algorithmic concepts and the solutions you encounter, all within a manageable, ongoing format that deepens your comprehension with each installment.
Author: Language: English Episodes: 100

XTraw AI: Machine Learning and AI Applications
Podcast Episodes
#103 Exploring the Future of De-centralized AI [not-audio_url] [/not-audio_url]

Duration: 47:12
In this episode 103, we explore the future of decentralized AI with David Minarsch, CEO of Valory. Discover how co-owned AI could reshape transparency, governance, and accountability in the tech landscape. Learn: David’s…
#102 Balancing Innovation and Security with AI [not-audio_url] [/not-audio_url]

Duration: 55:02
In this episode of XTraw AI, our guests, Imran Chaudhri (Progress) and James Rice (Protegrity), dive into the key strategies for securing data while driving AI innovation. Learn how to: Implement privacy-first AI to prot…
#101 Onchain Agent Economy & AI-to-AI Crypto Transactions [not-audio_url] [/not-audio_url]

Duration: 47:10
Welcome to Season 11 and our 101st episode of XTraw AI! In this milestone episode, we’re joined by Sishir Varghese, founder of Spectral Labs, to explore the groundbreaking "Onchain Agent Economy." Learn how AI agents are…
#99 Creating the future with the World's First AI Music Superstar [not-audio_url] [/not-audio_url]

Duration: 51:54
In this special episode of the XTraw AI Podcast, the episode 99, we sit down with Marcus "Bellringer" Bell, the creative mastermind behind the world’s first AI Music superstar, Ravyn Lyte. Join us as Marcus shares his jo…
#98 Engaging AI powered Websites for Small Businesses [not-audio_url] [/not-audio_url]

Duration: 48:19
In this XTrawAI podcast episode 98, we engage with Peter Guirguis, founder and CEO of SwiftPress Support, a company dedicated to building affordable and effective websites and apps for small businesses. Peter brings his…
#97 Unlocking the future of scalable multi-modal data with AI [not-audio_url] [/not-audio_url]

Duration: 47:55
Can Your AI Handle the Future of Multi-Modal Data? 🚀 In this episode 97 of XTraw AI podcast, we explore this question with Vishakha Gupta, the CEO of Aperture Data. Discover how their groundbreaking solution, ApertureDB,…
#96 Innovating with AI: Strategies and Insights [not-audio_url] [/not-audio_url]

Duration: 45:10
What are the secrets to effectively innovating with AI? In this episode 96, Jeff Standridge, a seasoned innovation consultant and growth strategist, shares his expertise on leveraging AI to drive transformative changes w…
#95 The right data, the right way for AI with Verodat [not-audio_url] [/not-audio_url]

Duration: 47:32
In this episode 95 of the XTrawAI podcast, we delve into this critical topic of getting the right data, the right way with Thomas Russell, the CEO of Verodat. The conversation unpacks the intricacies of the data supply c…
#94 Transforming Enterprise Applications in the age of AI and Gen AI [not-audio_url] [/not-audio_url]

Duration: 58:27
In the episode 94 of the XTrawAI podcast, host Raghu Banda engages in a fascinating discussion with Manjeet Singh, a seasoned expert in AI-driven transformations and enterprise applications. The conversation dives deep i…