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/
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Why Bad Data Abstraction Kills IT Projects
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