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XTraw AI: Machine Learning and AI Applications

XTraw AI: Machine Learning and AI Applications

Written by: Venkata"Raghu Banda"
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This is a podcast on the topics around machine learning and AI applications which happens 1-2 times a month.Venkata"Raghu Banda"
Episodes
  • #161 Beyond Cargo and Code
    Jan 9 2026

    What does it really take to move from AI pilots to intelligent enterprises that scale?

    In this Season 17 opener of XTraw AI, the host Raghu Banda sits down with technology leader and CTO Siddharth Dixit for a thought-leadership conversation on architecting enterprise AI beyond the hype.

    In this episode, we explore:


    • What separates AI experiments from real enterprise intelligence?
    • How should enterprises architect AI for scale, trust, and governance?
    • What does leadership look like in an AI-first enterprise?

    Tune in to kick off Season 17 of XTraw AI — a season dedicated to thought leadership, real-world experience, and the future of enterprise AI.

    Happy predicting the future with AI technologies — and stay XTraw!

    You can reach @ Sid Dixit

    My LinkedIn @ Raghu Banda

    Our Website @ XTraw AI

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    51 mins
  • #160 The Year AI got real - from curiosity to consequence
    Dec 31 2025

    What if the most important AI story of 2025 wasn’t a model launch—but a mindset shift?

    In this Year-End Special and Season 16 finale of XTraw AI, we, the XTraws - Raghu, Lukas, Sesh and Manjeet step back from the headlines to tell the real story of AI in 2025. Quarter by quarter, we unpack how AI moved from experimentation to execution—reshaping infrastructure, products, ecosystems, and governance along the way.

    This episode isn’t about hype. It’s about the signals that mattered, the consequences that followed, and what 2025 quietly set in motion for 2026 and beyond—including a preview of Season 17’s new thought-leadership series.

    • How 2025 became the year AI turned industrial, operational, and governed

    • Why agents, infrastructure, and energy—not just models—defined the year

    • What the real lessons of 2025 mean as we head into Season 17 and the AI landscape of 2026

    You can reach @ Lukas @ Sesh @ Manjeet @ RaghuWebsite with more details @ XTraw AI

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    1 hr and 12 mins
  • #159 AI Governance While Scaling
    Dec 26 2025

    In this episode of XTraw AI, we explore how to build AI systems that don’t collapse when they leave the lab. Enterprise Service Management strategist Noureddine Oirkha shares lessons from government and large-scale transformations on designing AI that is scalable, governed, and sustainable.

    In this episode, you’ll learn:

    • Why most AI pilots fail to scale — and how to avoid creating technical and organizational debt

    • How reference architectures, versioning, and decision logs prevent brittle automations and expensive rebuilds

    • Practical frameworks for operationalizing AI at scale across governments and large enterprises

    Perfect for leaders moving from experiments to enterprise-wide AI programs.

    You can reach @ Noureddine Oirkha

    My LinkedIn @ Raghu Banda

    Our Website @ XTraw AI

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    55 mins
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