From Oracle to AI Ops: Kellyn Gorman’s Playbook for Future-Proof Data Teams

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Recorded01 Oct 2025

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In this episode, Kellyn Gorman joins us for a candid conversation about what AI really means for data leaders, DBAs, and finance teams. From uncovering hidden bias in system defaults to rethinking how humans and AI collaborate, Kellyn lays out a roadmap that is both pragmatic and inspiring. If you’ve ever wondered whether AI will replace your role—or reshape it into something more impactful—this discussion is for you.Listeners will walk away with fresh insight into AI governance, the future of database engineering, and the leadership mindset needed to thrive in a rapidly changing landscape.Top Quotes“AI won’t replace deep specialists—it will demand they evolve.”“Bias doesn’t only exist in people; it’s baked into system defaults.”“Your job isn’t going away—it’s shifting to higher-value decision making.”“If you’re not questioning how your data is being used, you’re already behind.”“AI is a tool. How you lead with it is what creates advantage—or chaos.”ChaptersIntro & Kellyn’s Journey — From Oracle DBA to AI thought leaderAI Myths vs Reality — What AI changes, what stays the sameThe Bias Factor — How hidden defaults distort outcomesThe Future of Database Work — DBAs, DevOps, and machine collaborationAI Governance — What leaders must prioritize right nowPractical Playbook — Steps teams can take to future-proof their data opsClosing Thoughts — Kellyn’s advice to leaders navigating disruptionThis episode of Asking Good Questions is brought to you by Caprus.Ai.Check how we empower the office of the CFO to harness the transformative potential of artificial intelligence (AI) and revolutionize their operations.

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