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.
22episodes
Episodes
Newest firstAll episodes
#185 Architecting the Autonomous Enterprise Part2 - Revenue Leakage in Enterprise Systems
6d ago00:49:12Tap to summarizeWhere 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 operationsWhy ERP, CRM, and Order-to-Cash systems often fall short as true revenue execution platformsHow enterprises can architect for revenue integrity, monetization, and autonomous execution readinessYou can reach @ Ahmed @ RaghuMore info @ XTraw AI
Transcribe →#184 The Quarter Agents became Infrastructure
2w ago00:58:40Tap to summarizeIn 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 workflowsWhy context, data, orchestration, and observability are becoming the real AI battlegroundWhat Q2 2026 reveals about the future of AI platforms, business models, and global competitionWebsite @ XTraw AIYou can reach @ Lukas @ Manjeet @ Raghu
Transcribe →#183 Architecting the Autonomous Enterprise Part 1 - Platform Engg vs Value Creation
3w ago00:55:02Tap to summarizeCan 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 valueHow engineering KPIs and business KPIs often become disconnectedWhat it takes to move from technical enablement to true value engineeringYou can reach @ Ahmed MunirMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#182 The Insurance Agency OS for the AI Era
4w ago00:45:10Tap to summarizeCan 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 capacityWhy data, analytics, and enablement are key to scaling agency growthWhat separates practical AI adoption from just adding another technology layerYou can reach @ Ryan DeedsMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#181 From Customer Support to Customer Intelligence
Jun 1200:54:57Tap to summarizeWhat 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-drivenWhy automation still needs empathy and the human touchHow Ringover is bringing communication, insights, and performance visibility togetherYou can reach @ Italo BelandriaMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#180 Decentralizing Trust in the Age of AI with StorX Network
Jun 500:51:19Tap to summarizeAs AI agents become more autonomous, are we rethinking where their data lives and who controls it?In the Season 18 finale of XTraw AI, Raghu Banda sits down with Murphy Jo, Chief Growth Officer at StorX Network, to explore the intersection of AI, cybersecurity, decentralized infrastructure, and digital autonomy.Key highlights:• Why AI is driving new conversations around data security and ownership• How decentralized storage and DePIN networks are challenging traditional cloud models• What the future may look like as AI agents, trust, and infrastructure convergeTune in for an insightful discussion on the next generation of AI-ready infrastructure.Happy predicting the future with AI technologies, and stay XTraw!You can reach @ StorXMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#179 May 2026 and the rise of the Agentic Enterprise
Jun 101:14:12Tap to summarizeIn this May 2026 AI news roundup, we move beyond the headlines and look at the bigger shift happening across the AI world: agents are becoming real, enterprises are learning how to manage them, and trust is becoming the gatekeeper for scale.This episode explores how AI is moving from simple chatbots to governed, enterprise-ready agents that can work across business processes.AI agents are entering real workflows: from voice agents and coding assistants to tax, legal, customer service, and advisory use cases.Enterprises now need an agent control plane: with governance, identity, permissions, audit trails, and lifecycle management.Trust is becoming the adoption gate: as safety, observability, evals, and accountability become critical for scaling AI responsibly.The big question for this episode:Are we still talking about better AI models, or are we now entering the era of managed AI workers?You can reach @ Sesh @ Lukas @ Manjeet @ Raghu
Transcribe →#178 When AI finds the Breach first
May 2200:55:35Tap to summarizeAre enterprises defending against tomorrow’s AI threats — or yesterday’s security model?In this XTraw AI episode, Raghu Banda sits down with Shayak Mazumdar, Founder of Adya, to unpack what the next wave of frontier AI models really means for enterprise security, agentic AI, and governance.Why the real AI security risk is not sci-fi panic, but machine-speed discovery of hidden vulnerabilities across legacy systems, open-source dependencies, and enterprise stacksHow adversarial AI agents, deterministic verification, and runtime governance can help enterprises move beyond quarterly audits and human-speed defense modelsWhat Adya is building around enterprise agentic AI, Adaptive Governance Protocols, and Super Agent AI infrastructure for a world where AI systems both attack and defendYou can reach @ Shayak MazumdarMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#177 The Hidden OS of AI Driven Engineering
May 1501:04:04Tap to summarizeWhat happens when the systems running the enterprise start thinking, healing, and optimizing themselves?In this episode of XTraw AI, Raghu Banda sits down with John Willis — one of the pioneers of the DevOps movement — to explore how AI is transforming modern engineering, operational intelligence, and enterprise infrastructure. From the evolution of DevOps to the rise of AI-driven operational systems, this conversation dives into the future of intelligent enterprises and what leaders must rethink before autonomy scales across the enterprise stack. In this episode:How DevOps evolved into platform engineering, observability, and AI-driven operationsWhy enterprises still struggle with operational complexity despite massive cloud and automation investmentsWhat AI means for the future of engineering teams, reliability, system governance, and intelligent infrastructureYou can reach @ John WillisJohn's book @ Rebels of ReasonMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
Transcribe →#176 The Intelligent Content Layer with Box
May 800:52:00Tap to summarizeWhat if your AI agents are making decisions… but you don’t fully control the knowledge they’re using?In this episode of XTraw AI, Raghu Banda speaks with Rand Wacker, Head of Product Strategy at Box, on a shift most enterprises are underestimating — AI is only as powerful (and as risky) as the content it can access. As organizations move from copilots to autonomous agents, the real battleground is no longer models… it’s enterprise knowledge and governance.Key highlights:• Why unstructured content is the real fuel behind AI agents, not just structured enterprise data• How to balance AI access vs. enterprise control in a world of sensitive, regulated information• Why governance is becoming the operating system for AI, not just a compliance checkboxYou can reach @ Rand WackerMy LinkedIn @ Raghu BandaOur Website @ XTraw AI
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