PODCAST · education
The Data and AI Expedition Podcast
by Members of Modelware Systems
The Data & AI Expedition is a podcast presented by Modelware Systems Pty (Ltd) founded by Howard Diesel. It explores the rapidly evolving world of data, artificial intelligence, analytics, and digital transformation. Join us as we uncover how organisations are leveraging data and AI to drive innovation, improve decision-making, and unlock new opportunities for growth.
Episodes
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Taming the Corporate AI Wildfire
Think AI is a pristine, hyper-rational brain? It's not. This episode looks at the messier reality of corporate AI governance: data scientists spending 60% of their time scrubbing data (and baking in bias without meaning to), why banning AI outright kills innovation, how model errors turn into…
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Why Enterprise AI Fails without Governance
Why do 95% of enterprise generative AI initiatives yield zero return on investment, and why do 85% of AI models fail to ever reach production? It isn't because the underlying technology or math is broken. It's a failure of structural governance. In this episode, we break down why advanced...
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Why AI Fails in the Boardroom
Why AI fails in the boardroom (and how to fix it) 92% of advanced AI and machine learning projects run into critical, sometimes catastrophic issues, and it's rarely the code. It's the communication gap between technical teams and corporate executives. In this episode, we look at research from...
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Quantify Your Strategic Value
Working 14-hour days, drowning in emails, and putting out fires all day, yet still struggling to prove your actual worth to executives? In this episode, we tackle that paradox of feeling busy without feeling valued, and walk through a practical framework from Modelware Systems for auditing your...
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Unified Metamodels Stop Guessing With Confidence
What connects data architecture, governance, quality, integration, and analytics? According to our latest episode, it's metadata. We dig into a unified metamodel for data management and why understanding how data, metadata, processes, and business outcomes relate to each other matters for…
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Why Perfect Data Destroys Your Budget
In this podcast, we argue that chasing perfect data is a costly trap; instead, organisations must build operational resilience and manage inevitable data friction pragmatically using incremental quality frameworks and data savviness. Click here to view our website:...
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How AI Hallucinated A National Policy
In this podcast, we warn against AI's plausibility trap—where fluent, professional-looking text hides hallucinations, like a failed South African policy. It urges companies off the "yellow brick road" of generic tools. Instead, we advocate for workflow intelligence and an architecture of trust…
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Why Bad Data Abstraction Kills IT Projects
Why do some technology projects succeed while others fail? In this episode, we explore the power of data abstraction and how the way we model reality shapes everything from business requirements to database design. Discover the principles behind successful systems, common modelling mistakes, and...
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ABOUT THIS SHOW
The Data & AI Expedition is a podcast presented by Modelware Systems Pty (Ltd) founded by Howard Diesel. It explores the rapidly evolving world of data, artificial intelligence, analytics, and digital transformation. Join us as we uncover how organisations are leveraging data and AI to drive innovation, improve decision-making, and unlock new opportunities for growth.
HOSTED BY
Members of Modelware Systems
CATEGORIES
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Frequently Asked Questions
How many episodes does The Data and AI Expedition Podcast have?
The Data and AI Expedition Podcast currently has 8 episodes available on PodParley. New episodes are automatically indexed when they're published to the podcast feed.
What is The Data and AI Expedition Podcast about?
The Data & AI Expedition is a podcast presented by Modelware Systems Pty (Ltd) founded by Howard Diesel. It explores the rapidly evolving world of data, artificial intelligence, analytics, and digital transformation. Join us as we uncover how organisations are leveraging data and AI to drive...
How often does The Data and AI Expedition Podcast release new episodes?
The Data and AI Expedition Podcast has 8 episodes. Check the episode list to see recent publication dates and frequency.
Where can I listen to The Data and AI Expedition Podcast?
You can listen to The Data and AI Expedition Podcast on PodParley by clicking any episode. We provide an embedded audio player for direct listening, and you can also subscribe via your preferred podcast app using the RSS feed.
Who hosts The Data and AI Expedition Podcast?
The Data and AI Expedition Podcast is created and hosted by Members of Modelware Systems.
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