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Artwork for XTraw AI: Machine Learning and AI Applications

XTraw AI: Machine Learning and AI Applications

Venkata"Raghu Banda"
Artificial Intelligence
Generative AI
Machine Learning
Openai
AI Ethics
Enterprise Architecture
Healthcare
Nvidia
Cybersecurity
AI Integration
AI Applications
SEO
Digital Transformation
Automotive Industry
SAP
Google
Productivity
Data Management
Robotics
AI Tools

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

PublishesWeeklyEpisodes191Founded6 years ago
Number of ListenersCategory
Technology

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Artwork for XTraw AI: Machine Learning and AI Applications

Latest Episodes

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 wi... more

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 Enterpris... more

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 ... more

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 cust... more

Key Facts

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Recent Guests

Ryan Deed
Head of AI and Enablement at Alkeme Insurance
Alkeme Insurance
Episode: #182 The Insurance Agency OS for the AI Era
Italo Belandria
Head of Customer, Americas at Ringover
Ringover
Episode: #181 From Customer Support to Customer Intelligence
Shayak Mazumdar
Founder of Adya, AI governance and security expert
Adya
Episode: #178 When AI finds the Breach first
John Willis
Widely respected voice in DevOps and cloud engineering; longtime industry practitioner and author
Industry Expert, DevOps
Episode: #177 The Hidden OS of AI Driven Engineering
Rand Wacker
Head of Product Strategy at Box
Box
Episode: #176 The Intelligent Content Layer with Box
Marvin Martinez
Founder of Bandsaw AI
Bandsaw AI
Episode: #174 AI for Service Businesses
Ganesh Krishnan
Founder of AiHello and Halzero AI
AiHello / Halzero AI
Episode: #173 AiHello for the Digital Autonomy
Craig McLuckie
Co-creator of Kubernetes, founder of Stacklok
Stacklok
Episode: #172 The Kubernetes moment for AI Agents
Vasusen Patil
Co-founder of Donobu, focused on AI-powered software quality
Donobu
Episode: #171 Can AI Test What Humans Miss?

Hosts

Raghu Banda
Host of XTraw AI podcast with recurrent presence in enterprise AI discussions; focuses on governance, AI agents, and practical deployment.
Fagul
Gives main introductions and guides discussion; contributes to framing topics.

Reviews

5.0 out of 5 stars from 5 ratings
  • Great show, great interviewer!

    Raghu covers the latest and most exciting developments in AI in a way that is accessible and easy to understand. He covers a wide range of topics to cover AI from every angle. I just had the pleasure of being interviewed by him and his depth of knowledge of the field is obvious. I've been listening to his back catalog and will stay up to date on his new episodes.

    Apple Podcasts
    5
    Rplotkin
    United States3 years ago

Listeners Say

Key themes from listener reviews, highlighting what works and what could be improved about the show.

Strong practical focus with enterprise relevance.
Thoughtful, accessible on complex AI topics.
Hosts bring breadth across AI governance, ops, and product strategy.

Chart Rankings

How this podcast ranks in the Apple Podcasts, Spotify and YouTube charts.

Apple Podcasts
#75
Colombia/Technology

Talking Points

Recent interactions between the hosts and their guests.

#178 When AI finds the Breach first
Q: How does Adya approach governance to ensure security when agents operate at machine speed and scale?
Adya builds a complete stack including a model studio, workflow builders, AI ELT, and a 'super agent' that coordinates memory, governance, and deployment with deterministic guardrails and continuous security testing to prevent breaches.
#178 When AI finds the Breach first
Q: What are the two biggest challenges you see in architecting agentic AI for enterprises today?
The first is building for AI usage rather than humans, so the system can be repurposed and controlled via deterministic rules; the second is the lack of deterministic protocols to govern agents, which leads to unsafe, probabilistic decisions unless guarded.
#177 The Hidden OS of AI Driven Engineering
Q: What excites you most about the future of AI in operational systems?
He describes governance and digitally signed attestations for pipelines, an emphasis on social-technical systems, and the promise of containment strategies (edge-enforced controls, kill switches) to manage risk as AI-enabled automation scales.
#177 The Hidden OS of AI Driven Engineering
Q: How did you end up in the AI-driven engineering space, and what shaped your view of AI ops?
The guest explains that a long history in DevOps and a habit of looking for systemic patterns led him to see AI as an extension of observability and governance. He emphasizes avoiding simplistic abstractions, valuing first principles, and recognizing that AI adoption must align people, processes, and technology to deliver real business value.
#173 AiHello for the Digital Autonomy
Q: What should listeners focus on when approaching AI for their business?
Focus on identifying real pain points that can be automated, ensure you have clean, structured data, and prioritize automation that complements human efforts rather than chasing flashy AI trends.

Audience Metrics

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Frequently Asked Questions About This Podcast

What is This Podcast about and what kind of topics does it cover?

This show centers on practical AI and machine learning in enterprise contexts, with a strong emphasis on governance, reliability, and real-world implementation. Across episodes, topics like agentic AI, AI governance, observability, and AI-powered workflows recur alongside hands-on case studies from finance, ecommerce, and live events. Noteworthy moments include discussions on private/offline LLMs, multi-agent coordination, secure deployment behind firewalls, and pragmatic roadmaps for scaling AI in organizations. The format often blends founder stories, technical depth, and governance/ethics considerations, making it valuable for leaders, practitioners, and teams evaluating AI adoption in complex environments.

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These podcasts share a similar audience with this podcast:

1. The Enterprise AI Show

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this podcast launched 6 years ago and published 191 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on this podcast?

Recent guests on this podcast include:

1. Ryan Deed
2. Italo Belandria
3. Shayak Mazumdar
4. John Willis
5. Rand Wacker
6. Marvin Martinez
7. Ganesh Krishnan
8. Craig McLuckie

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