The Data and AI Expedition Podcast

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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 building data ecosystems that actually scale.

Click here to view our website: ⁠⁠⁠https://www.modelwaresystems.com/⁠⁠⁠

Or find us on LinkedIn: ⁠⁠⁠https://www.linkedin.com/company/modelware-systems⁠⁠⁠

And for more in-depth content, visit our YouTube channel: ⁠⁠⁠https://youtube.com/@modelwaresystems_com?si=QKCCiHmVaWruiutr⁠⁠⁠

Here are the sources from the 'Unified Metamodels' webinar series, used to help create this episode.

⁠https://www.modelwaresystems.com/blog/unified-metamodel-for-data-citizens/⁠

⁠https://www.modelwaresystems.com/blog/unified-metamodel-for-data-professionals/⁠

⁠https://www.modelwaresystems.com/blog/unified-metamodel-for-data-executives/⁠

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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 via a rigorous 19-step, multi-model verification pipeline under human stewardship.

Click here to view our website: ⁠⁠⁠https://www.modelwaresystems.com/⁠⁠⁠

Or find us on LinkedIn: ⁠⁠⁠https://www.linkedin.com/company/modelware-systems⁠⁠⁠

And for more in-depth content, visit our YouTube channel: ⁠⁠⁠https://youtube.com/@modelwaresystems_com?si=QKCCiHmVaWruiutr⁠⁠⁠

Here are the sources from the 'AI-Assisted Policy Development' webinar series, used to help create this episode:

⁠https://www.modelwaresystems.com/blog/ai-assisted-policy-development-provenance-validation-for-data-managers/⁠

⁠https://www.modelwaresystems.com/blog/ai-assisted-policy-development-keeping-humans-responsible-for-data-citizens/⁠

⁠https://www.modelwaresystems.com/blog/ai-assisted-policy-development-escalation-judgment-for-data-professionals/

Hey! I'd love to hear your thoughts, send me a voice note.

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 why simplicity is often the key to innovation.

Click here to view our website: ⁠⁠https://www.modelwaresystems.com/⁠⁠

Or find us on LinkedIn: ⁠⁠https://www.linkedin.com/company/modelware-systems⁠⁠

And for more in-depth content, visit our YouTube channel: ⁠⁠https://youtube.com/@modelwaresystems_com?si=QKCCiHmVaWruiutr⁠⁠

Here are the sources from the 'Data Abstraction' webinar series, used to help create this episode: ⁠⁠https://www.modelwaresystems.com/blog/abstraction-for-data-citizens/⁠⁠

⁠⁠https://www.modelwaresystems.com/blog/data-abstraction-for-data-managers/⁠⁠

⁠⁠https://www.modelwaresystems.com/blog/data-abstraction-for-data-professionals/⁠⁠

⁠⁠https://www.modelwaresystems.com/blog/data-abstraction-for-data-executives/⁠