Guardians of the Data
Most organizations have spent decades classifying data without ever asking the most important question: what are we actually trying to do with that classification? In this episode, David Smith, a cybersecurity leader with 30 years of experience across financial services, biopharma, consulting, and the vendor space, reframes the entire data governance conversation around one deceptively simple idea: custodianship. David argues that AI did not create the data governance crisis. Organizations handed it 30 years of ungoverned data and said go. What AI did was pull the covers off a problem that has been quietly compounding through every layer of abstraction since the mainframe days. Takeaways: * Every new layer of data technology, from data warehouses to cloud to AI, breaks the original rules attached to data. The further data gets from its source, the harder it is to enforce how it should be used or protected. * Good data governance isn't about corporate policies and DLP rules. It's about custodianship, treating every data set the way you'd treat something precious that belongs to someone you love, and being intentional about who can access it, how it's stored, and what happens if something goes wrong. * AI doesn't create data governance problems, it inherits them. When organizations feed decades of ungoverned data into AI systems, they're handing enormous power to a tool that has no way to respect rules that were never properly defined in the first place. * Data classification fails most organizations not because the concept is wrong, but because schemas focus too much on what the data is and not enough on what people are allowed to do with it. Traffic Light Protocol is a better model because it defines behavior, not just sensitivity level. * Starting a cybersecurity career at the help desk builds skills no technical training can replicate. Learning to solve problems under pressure with frustrated users and outdated systems directly prepares you for the real-world constraints of enterprise security work. Quote of the Show: * "AI inherited rather than creating the data governance problem. Organizations handed it 30 years of ungoverned data and said go." - David Smith Links: * LinkedIn: https://www.linkedin.com/in/davidesmithcissp/ [https://www.linkedin.com/in/davidesmithcissp/] * Personal Website: https://desmithsecurity.com/ [https://desmithsecurity.com/] Ways to Tune In: * Transistor: https://guardiansofthedata.show/ [https://guardiansofthedata.show/] * Spotify: https://open.spotify.com/show/5gZXInkb12Qrs2Lyv0hstQ [https://open.spotify.com/show/5gZXInkb12Qrs2Lyv0hstQ] * Apple Podcasts: https://podcasts.apple.com/us/podcast/guardians-of-the-data/id1826819323 [https://podcasts.apple.com/us/podcast/guardians-of-the-data/id1826819323] * Amazon Music: https://music.amazon.com/podcasts/0754cdde-f1c4-4f6c-92a2-e263f7840eb8/guardians-of-the-data [https://music.amazon.com/podcasts/0754cdde-f1c4-4f6c-92a2-e263f7840eb8/guardians-of-the-data] * iHeart Radio: https://www.iheart.com/podcast/269-guardians-of-the-data-285972170/ [https://www.iheart.com/podcast/269-guardians-of-the-data-285972170/] * YouTube: https://www.youtube.com/@GuardiansoftheDataPod [https://www.youtube.com/@GuardiansoftheDataPod]
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