XTraw AI: Machine Learning and AI Applications

Hosted by Venkata"Raghu Banda"

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Episodes

197

Latest episode

Aug 2026

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About the show

This is a podcast on the topics around machine learning and AI applications which happens 1-2 times a month.

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60 recent

August 21, 2026Episode 1059 min

#190 Reclaiming the Internet in the Age of AI

What if the future of the internet is not controlled by platforms, but powered by people? In this episode of XTrawAI , Raghu Banda speaks with Wouter Constant about Nostr , open protocols, censorship resistance, and the future of online communication in the age of AI. As centralized platforms increasingly shape what we see, trust, publish, and share, this conversation explores why open internet infrastructure may become critical for creators, communities, businesses, and AI-native digital experiences. You can reach @ Wouter Constant My LinkedIn @ Raghu Banda More Information @ XTraw AI

August 7, 2026Episode 947 min

#189 From Search to Agentic Answers with You.com

What happens when AI search evolves into real-time intelligence for answers, agents, and enterprise workflows? In this episode of XTraw AI, Raghu Banda speaks with Saurabh Sharma, Chief Product Officer at You.com, about the future of AI-powered search, grounded answers, real-time web intelligence, and agentic workflows. The conversation explores how enterprises can move beyond traditional search and standalone AI models toward trustworthy, current, and actionable AI experiences. • How AI is changing search from links to answers, reasoning, and agents • Why grounded answers, citations, freshness, and trust are critical for enterprise AI adoption • How You.com is building real-time web intelligence and APIs to support AI applications, agents, and enterprise workflows You can reach @ Saurabh My LinkedIn @ Raghu Website @ XTraw AI

July 31, 202654 min

#188 July 2026 -The Month AI Agents Crossed the line from Answers to Action

AI in July 2026 was no longer just about smarter models. Across the globe, the focus shifted toward AI agents that can plan, use tools, access enterprise systems, complete tasks and operate with greater independence. In this episode of XTraw AI , we examine the month’s biggest developments across applications and agents, orchestration platforms, enterprise data, frontier models, AI governance and the rapidly changing economics of compute. In this episode: How AI assistants are evolving into autonomous, outcome-driven agents Why agent identity, observability, containment and human oversight became urgent priorities How falling model prices, sovereign AI infrastructure and massive compute investments are reshaping global competition You can reach @ Lukas @ Sesh @ Raghu on LinkedInWebsite with more Info @ XTraw AI

July 24, 2026Episode 746 min

#187 Architecting the Autonomous Enterprise part3 - AI and Decision Governance

Who governs the decision when AI starts to act? In this episode of XTraw AI , Raghu Banda concludes the special series Architecting the Autonomous Enterprise with Ahmed Munir , exploring why enterprises must move beyond model governance and start governing AI-assisted and machine-made decisions before autonomy scales. Why model governance alone is no longer enough in the age of autonomous execution How enterprises should think about accountability, controls, auditability, and trust What CIOs, CFOs, and enterprise architects must consider before scaling AI agents across critical business workflows You can reach @ Ahmed Munir My LinkedIn @ Raghu Banda More Info @ XTraw AI

July 17, 202650 min

#186 Making Transformation that Lands with AI

What does it take to make AI transformation actually land? In this episode of XTrawAI, Raghu Banda speaks with Sridhar Ravilla about moving beyond AI pilots, tools, and strategy decks into real execution, accountability, and measurable enterprise impact. • Why AI transformation is more than technology adoption • How leaders can avoid endless pilots and unclear ownership • What it takes to connect AI, cloud, data, people, and execution to business value You can reach @ Sridhar Ravilla My LinkedIn @ Raghu Banda Website @ XTraw AI

July 10, 202649 min

#185 Architecting the Autonomous Enterprise Part2 - Revenue Leakage in Enterprise Systems

Where is revenue silently leaking inside enterprise systems? In this episode of XTraw AI , Raghu Banda continues the special series Architecting the Autonomous Enterprise with Ahmed Munir , exploring how hidden execution gaps across enterprise systems can quietly impact revenue, operations, and business performance. Where revenue leakage occurs across pricing, contracts, order management, billing, and operations Why ERP, CRM, and Order-to-Cash systems often fall short as true revenue execution platforms How enterprises can architect for revenue integrity, monetization, and autonomous execution readiness You can reach @ Ahmed @ Raghu More info @ XTraw AI

July 3, 2026Episode 458 min

#184 The Quarter Agents became Infrastructure

In this XTraw AI panel episode, we look back at Q2 2026 — a quarter where artificial intelligence moved beyond the chatbot conversation and deeper into the world of agents, platforms, enterprise context, compute, trust, and AI economics. Together with our panel guests, we explore how AI agents are becoming part of real workflows, why orchestration and context are becoming critical, and what this means for enterprises preparing for the next wave of AI adoption. How AI agents are moving from demos to production-grade enterprise workflows Why context, data, orchestration, and observability are becoming the real AI battleground What Q2 2026 reveals about the future of AI platforms, business models, and global competition Website @ XTraw AI You can reach @ Lukas @ Manjeet @ Raghu

June 26, 2026Episode 355 min

#183 Architecting the Autonomous Enterprise Part 1 - Platform Engg vs Value Creation

Can platform modernization really create business value, or are enterprises still missing the bigger picture? In this episode of XTraw AI , Raghu Banda speaks with Ahmed Munir as part of the special 3 part series Architecting the Autonomous Enterprise , exploring why technical modernization must be connected to measurable business outcomes. Why platform modernization alone does not automatically create enterprise value How engineering KPIs and business KPIs often become disconnected What it takes to move from technical enablement to true value engineering You can reach @ Ahmed Munir My LinkedIn @ Raghu Banda Our Website @ XTraw AI

June 19, 202645 min

#182 The Insurance Agency OS for the AI Era

Can AI help insurance agencies grow faster without simply adding more headcount? In this episode of XTraw AI , Raghu Banda speaks with Ryan Deeds, Head of AI & Enablement at ALKEME , about how AI is being embedded into real insurance agency workflows to remove friction, improve decisions, and create measurable business impact. How AI can eliminate manual bottlenecks and create operational capacity Why data, analytics, and enablement are key to scaling agency growth What separates practical AI adoption from just adding another technology layer You can reach @ Ryan Deeds My LinkedIn @ Raghu Banda Our Website @ XTraw AI

June 12, 202654 min

#181 From Customer Support to Customer Intelligence

What happens when AI moves from customer support automation to true customer intelligence? In this Season 19 kickoff episode of XTrawAI , Raghu Banda speaks with Italo Belandria, Head of Customer – Americas at Ringover , about how AI is reshaping customer operations, omnichannel communication, and customer success. How AI is helping customer teams become more proactive and data-driven Why automation still needs empathy and the human touch How Ringover is bringing communication, insights, and performance visibility together You can reach @ Italo Belandria My LinkedIn @ Raghu Banda Our Website @ XTraw AI