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The Data Source Podcast

Atlantic Search
Artificial Intelligence
MCP
Phased AI
AI Architecture
Endava
Generative AI
Flow
Chatgpt
San Francisco
London

Atlantic Search presents a podcast series for technology leaders, data professionals and AI enthusiasts, featuring insights from Ireland's most influential voices in data, advanced engineering and AI. Each episode explores the innovation, disruption, and transformation shaping the future of business through data and AI. Designed to inspire and inform, this podcast offers candid conversations with ... more

PublishesInfrequentlyEpisodes9Foundeda year ago
Number of ListenersCategories
CareersBusiness

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Artwork for The Data Source Podcast

Latest Episodes

In this episode of The Data Source Podcast, I’m joined by John Murphy, Co-Founder of Ailíniú, to explore what it really means to build with AI in practice.

John spent years as a Chief Architect in some of Ireland’s largest organisations before movin... more

In this episode of The Data Source Podcast, I’m joined by Joe Dunleavy, European CTO and Global Head of Dava.X AI at Endava, to explore how enterprise organisations can use AI to transform how software is built and delivered at scale.

We discuss why... more

In this episode of The Data Source, I’m joined by Siobhan Fairman, VP of Engineering at Compliance & Risks, to explore how AI systems and MCP are reshaping modern SaaS architecture.

We discuss what becoming AI-first really means beyond adding featur... more

In this episode of The Data Source, I’m joined by Olivier Mertens, who leads AI Architecture at Workhuman, to unpack how AI is changing the reality of modern architecture roles.

We explore how solution and enterprise architects are adapting as AI be... more

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Recent Guests

John Murphy
Chief Architect turned founder of enterprise architecture consultancy
Ailíniú
Episode: The Architect Who Ships: John Murphy on What Architecture Teaches Us About Building with AI
Joe Dunleavy
Regional CTO for Europe, Endava; head of Endava AI pod (Dava.X AI)
Endava
Episode: Context is King: Joe Dunleavy on AI, Code and Enterprise Transformation
Siobhan Fairman
VP of Engineering at Compliance & Risks
Compliance & Risks
Episode: AI Systems, MCP & the Future of SaaS! With Siobhan Fairman
Olivier Mertens
Leads AI architecture at Workhuman
Workhuman
Episode: The Rise of the AI Architect! With Olivier Mertens
Richard Skinner
CEO of Phased AI
Phased AI
Episode: Production Ready! With Richard Skinner

Host

James Bowles
Host of The Data Source Podcast

Chart Rankings

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Apple Podcasts
#162
Ireland/Business/Careers

Talking Points

Recent interactions between the hosts and their guests.

Production Ready! With Richard Skinner
Q: What practical steps can business leaders take to responsibly integrate AI into their organizations without risking disruption or loss of trust?
Start with a clear risk framework and guardrails, involve humans in the loop for high-risk decisions, invest in employee upskilling, and adopt iterative, workshop-driven approaches to prototype, test, and scale AI solutions.
Production Ready! With Richard Skinner
Q: Why is a slower, more deliberate approach with rigorous testing crucial when building AI solutions, and how does it contribute to trusted AI for business?
Because non-deterministic AI requires ongoing validation across many scenarios; speed without testing leads to unreliable results. Rigorous testing, explainability, and staged production help ensure reliability, safety, and trust.
AI Systems, MCP & the Future of SaaS! With Siobhan Fairman
Q: What would you advise another SaaS company starting this transition tomorrow?
Don't underestimate your people; leadership must guide transformation, and cultivate curiosity and product-minded engineers who can blend business needs with technical delivery.
AI Systems, MCP & the Future of SaaS! With Siobhan Fairman
Q: What tends to break first when moving from prototype to production in AI-driven SaaS?
UX and expectations management, data sovereignty considerations, rate limiting, and the need for robust orchestration and guardrails as systems scale.
AI Systems, MCP & the Future of SaaS! With Siobhan Fairman
Q: What is MCP and how does it change the way we architect data, models, and tools?
MCP acts as a bridge between models, data context, and tools, enabling data-driven insights and operations by coordinating model execution with the company's data and available tools.

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Frequently Asked Questions About The Data Source Podcast

What is The Data Source Podcast about and what kind of topics does it cover?

The episodes repeatedly center on how AI is evolving software development, governance, and enterprise delivery. Conversations emphasize building AI-enabled products responsibly in regulated environments, balancing speed and governance, and aligning architectures with business outcomes. Guests share real-world experiences—from productionizing AI and managing risk with vendors to implementing AI-driven delivery models, guardrails, and human-in-the-loop governance—alongside practical tips for leadership, product design, and cost management. Across episodes, the focus consistently lands on organizational transformation, scalable AI architecture, data governance, and the tension between rapid innovation and regulatory/compliance considerations, ... more

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1. Vogue & Amber

How many episodes of The Data Source Podcast are there?

The Data Source Podcast launched a year ago and published 9 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 The Data Source Podcast?

Recent guests on The Data Source Podcast include:

1. John Murphy
2. Joe Dunleavy
3. Siobhan Fairman
4. Olivier Mertens
5. Richard Skinner

To view more recent guests and their details, simply upgrade your Rephonic account. You'll also get access to a typical guest profile to help you decide if the show is worth pitching.

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