S1 E9 - Stop Throwing Expensive AI at Bad Data episode artwork

EPISODE · Jun 6, 2026 · 21 MIN

S1 E9 - Stop Throwing Expensive AI at Bad Data

from The Unseen Operating Model© Podcast · host Liz Henderson - The Data Queen

The podcast examines the modern strategic approach to data governance, arguing that persistent technical failures are actually rooted in organisational culture rather than a lack of advanced tools. I suggest that while technology has evolved from index cards to artificial intelligence, businesses continue to struggle because they fail to establish clear human accountability and ownership. AI cannot fix poor data quality automatically, as human context remains essential for interpreting nuanced information accurately. To break this cycle, leaders are encouraged to prioritise data literacy across all departments and treat information as a vital business asset instead of an isolated IT project. Ultimately, the emphasise is that long-term digital success depends on building a foundation of trust and responsibility rather than simply investing in the latest software.Taken from the original article:https://lizhendersondata.wordpress.com/2026/05/25/from-index-cards-to-ai-why-we-are-still-fighting-yesterdays-data-battles/

Episode metadata supplied by the publisher feed · Published Jun 6, 2026

The podcast examines the modern strategic approach to data governance, arguing that persistent technical failures are actually rooted in organisational culture rather than a lack of advanced tools. I suggest that while technology has evolved from index cards to artificial intelligence, businesses continue to struggle because they fail to establish clear human accountability and ownership. AI cannot fix poor data quality automatically, as human context remains essential for interpreting nuanced information accurately. To break this cycle, leaders are encouraged to prioritise data literacy across all departments and treat information as a vital business asset instead of an isolated IT project. Ultimately, the emphasise is that long-term digital success depends on building a foundation of trust and responsibility rather than simply investing in the latest software.Taken from the original article:https://lizhendersondata.wordpress.com/2026/05/25/from-index-cards-to-ai-why-we-are-still-fighting-yesterdays-data-battles/

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S1 E9 - Stop Throwing Expensive AI at Bad Data

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The podcast examines the modern strategic approach to data governance, arguing that persistent technical failures are actually rooted in organisational culture rather than a lack of advanced tools. I suggest that while technology has evolved from...

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