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EPISODE · Aug 16, 2026 · 25 MIN

Why Bad Data Abstraction Kills IT Projects

from The Data and AI Expedition Podcast

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/

Episode metadata supplied by the publisher feed · Published Aug 16, 2026

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Why Bad Data Abstraction Kills IT Projects

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