Podcast
XTraw AI: Machine Learning and AI Applications
Hosted by Venkata"Raghu Banda" · EN
This is a podcast on the topics around machine learning and AI applications which happens 1-2 times a month.
27episodes
Episodes
Newest firstAll episodes
#169 Building Intelligent Products for the next Billion Users
Mar 1301:07:47Tap to summarizeIn 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 SureshMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#168 Engineering Trust in the Age of Agentic AI
Mar 500:52:48Tap to summarizeAs AI systems evolve from experimental prototypes to autonomous agents operating inside real enterprise environments, a critical question emerges: How do we ensure these systems remain transparent, accountable, and trustworthy?In this episode of XTraw AI, host Raghu Banda sits down with Ran Aroussi, founder of MUXI and creator of widely adopted open source tools like yfinance, to explore what it truly takes to build production ready agentic AI systems. With over 25 years of engineering experience, Ran shares a pragmatic perspective on why the next frontier of AI is not just capability but observability, governance, and human aligned system design.Together, they unpack the shift enterprises must make as AI moves from proof of concepts to dependable systems embedded in critical business workflows.In this episode you will learn:• Why the future of AI will be defined by trust, transparency, and observability rather than model capability alone• The key challenges enterprises face when moving from AI experimentation to production ready agentic systems• How engineering discipline, governance frameworks, and open architectures help build AI systems organizations can truly rely onTune in to discover how leaders and engineers can design AI systems that are not only powerful but responsible, controllable, and enterprise ready.You can reach @ Ran AroussiMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#167 The Top 20% advantage with AI
Feb 2000:58:18Tap to summarizeWhat separates the 20% of AI projects that succeed from the 80% that quietly fail?In this episode of XTraw AI, Raghu Banda sits down with Sebastian Chedal — founder of Fountain City and co-founder of TestFox.ai — to unpack the uncomfortable truth about enterprise AI.With 25+ years leading digital transformation for global brands like Heineken, Sony Ericsson, Intuit, and OPI, Sebastian shares why AI failure isn’t about the technology — it’s about strategy, process, and validation.This conversation builds directly on the episode framework, “How to be in the top 20% AI projects that Succeed” — and takes it deeper into real-world execution.Why 80% of AI projects fail — and the strategic blind spots leaders ignore at the startValidation is the missing link — how testing, workflow design, and AI quality assurance prevent costly mistakesPractical AI over hype — what a “right-sized” AI strategy really looks like for mid-sized and enterprise organizationsYou can reach @ Sebastian ChadelMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#166 Beekeeper that wins in an AI Economy
Feb 1300:31:50Tap to summarizeAI isn’t just changing how we work—it’s changing who holds power at work. In this short but impactful episode, Raghu Banda sits down with AI and innovation expert Sharon Gai to unpack what it really means to do more with less in an AI-driven economy.In this episode, we explore:Why AI isn’t replacing jobs—but quietly slicing off tasks, and what humans should focus on insteadHow to move from being a “busy bee” to a “beekeeper” by orchestrating AI rather than competing with itWhat skills, mindset, and agency truly future-proof your career in the age of AIA concise conversation with a powerful message: the future belongs to those who know what to automate—and what to keep human.You can reach @ Sharon GaiMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#165 AI Behind Live Events
Feb 600:47:42Tap to summarizeIn this episode of XTraw AI, we go behind the scenes of live entertainment to explore how AI is reshaping ticketing, fraud prevention, and fan engagement at scale—powered by real-world festival experience and an AI-native platform mindset.How AI helps fight ticket scalping and fraud while improving trust across the ticketing flowWhat “AI-native” looks like in practice for live events, from data pipelines to real-time decisionsThe future of live experiences as AI, fintech, and analytics reshape how events are marketed and operatedYou can reach @ Ritesh PatelMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#156 From Wall Street to Workflow Intelligence
Dec 5Tap to summarizeWhat do you get when a former Morgan Stanley and Credit Suisse VP becomes a pioneer in AI-driven marketing? In this XTraw AI episode, host Raghu Banda sits down with Len Ward, Managing Partner at Commexis, to unpack the shift from “search and retrieve” to “solve my problem.”We explore how AI workflows are reshaping marketing, sales, and operations—and what leaders must do now to stay competitive in an AI-native world. Episode Highlights:The Marketing Revolution: Why AI is replacing “search” with “solutions” and what that means for customer engagement.AI Workflow Engineering: How smart workflows cut inefficiencies and unlock new growth pathways.Leadership Misconceptions: The biggest mistakes CEOs and CMOs make when approaching AI—and how to fix them.You can reach @ Len WardMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#58 Everday Enterprise AI
Aug 25, 2023Tap to summarizeIn this podcast 58, I had a detailed conversation with Manoj Shivji, from Dataiku about how enterprises are integrating AI into their business processes to create a broader impact on the enterprise landscape. We also talked in-depth about the data driven decision making for everyone highlighting the end-to-end platform for doing everyday AI. Stay tuned for more interesting conversations from the (XTrawAI.com) podcast series on machine learning and AI applications.
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