XTraw AI: Machine Learning and AI Applications
This is a podcast on the topics around machine learning and AI applications which happens 1-2 times a month.
Episodes
What if the first three months of 2026 quietly changed the entire trajectory of AI?
In this Season 17 finale of XTraw AI, we step back to examine the biggest global signals shaping artificial intelligence across industries, governments, and technology ecosystems. From the rise of autonomous agents and the intensifying race for compute, to new governance frameworks and evolving AI business models, Q1 2026 revealed how quickly AI is b...
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 platfo...
As 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 read...
What 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 technolog...
AI 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 instead
How to move from being a “busy bee” to a “beekeeper” by...
In 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 flow
What “AI-native” looks like in practice for live events, from data pipelines to real-time decisions
T...
Who really controls AI in 2026 — the companies building it, the platforms deploying it, or the governments regulating it?
In this January 2026 AI News Round-Up, Raghu is joined by the XTraw AI Roundtable — Manjeet, Lukas, and Sesh — to unpack the signals that mattered most this month:
The AI power shift: Massive infrastructure investments and compute concentration are redefining who can innovate at scale.
From chatbots to agen...
What does it really take to lead in the age of Generative AI — speed, perfection, or something else entirely?
In this XTraw AI thought leadership episode, Raghu Banda sits down with Anjali Kakkadp to explore what it means to be a GenAI Navigator in today’s fast-moving enterprise landscape.
In this episode, you’ll hear about:
How leaders can move from perfection to progress — embracing iteration and execution in AI-driven transform...
In this episode of XTraw AI, host Raghu Banda sits down with Maqbul Khan, founder of Intentful.Work, to explore how purpose, technology, and human intent come together to reshape the future of work. From startup journey to big-picture vision, this conversation dives into what it really means to build with meaning.
In this episode, you’ll hear about:
How Maqbul Khan turned the idea of “intentful work” into a real startup and what ...
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, tr...
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 ab...
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 ar...
What if the most valuable customer data doesn’t come before the sale—but after it?
In this episode of XTraw AI, host Raghu Banda sits down with Ken Rapp, CEO of Blustream, to explore how AI is reshaping post-purchase engagement and transforming the ownership journey into a continuous, intelligent conversation.
In this episode, you’ll learn:
Why post-purchase is the new frontier: How brands lose critical signals after checkout—and ...
In this special edition of the XTraw AI Podcast, we break down the new whitepaper Introduction to Artificial Intelligence and Enterprise Architecture authored collaboratively by Raghu Banda, Shibaji Chandra, and Guillem Ona Vizcaíno. This episode offers an audio interpretation of the paper’s key ideas—linking AI strategy, architectural principles, SAP technologies, and the rise of agentic systems.
How AI is reshaping Enterpr...
What 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 H...
This special Thanksgiving edition of XTraw AI breaks down the biggest global AI news from November 2025 — recorded in two parts across travel days, time zones, and holiday chaos. The XTraw AI Quorum unpacks the month’s top breakthroughs in AI infrastructure, product launches, ecosystem moves, and governance shifts, all in a fast, digestible roundup.⭐Highlights:
The biggest AI infra and investment moves shaping 2026 and beyond
Age...
In this episode of XTraw AI, host Raghu Banda sits down with AI & SEO strategist Julian Goldie to unpack how AI workflows, intelligent link-building, and human-in-the-loop systems are transforming the future of organic growth.
This conversation goes deep into the playbooks Julian uses to rank brand-new websites, scale traffic with precision, and build communities that convert. Plus — the first part of this episode is an experime...
What happens when AI stops being an add-on — and starts becoming the architectural DNA of the enterprise?
In this episode of XTraw AI, host Raghu Banda sits down with Shibaji Chandra, a visionary Enterprise Architect and AI strategist, to explore how intelligent architecture, platform agility, and generative AI are converging to reshape digital transformation.
Together, they uncover the new playbook for enterprise architects — one wh...
What if your algorithm knows more about your emotions than you do?
In this episode, host Raghu Banda sits down with Dr. Agnieszka Piotrowska — filmmaker, psychoanalyst, and life coach — to explore how AI is quietly reshaping identity, emotional health, and our sense of self in a world of constant surveillance.
🔹 Highlights
How AI mirrors and manipulates human emotion — especially anxiety and trauma
Why protecting agency and a...
XTraw AI opens its 16th season with a fast-paced global round-up of October 2025 — where AI investments soared, new products reshaped the enterprise landscape, ecosystems deepened, and governance took center stage.
Highlights:
- ⚙️ Infrastructure & Investments: OpenAI–Broadcom’s 10 GW AI build-out | Google & Salesforce double down on AI capex | BoE warns of bubble risks.
- 🚀 Innovation & Products: Apple M5, Microsoft Copi...
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