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

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.”

Chapters
Intro & Kellyn’s Journey — From Oracle DBA to AI thought leader
AI Myths vs Reality — What AI changes, what stays the same
The Bias Factor — How hidden defaults distort outcomes
The Future of Database Work — DBAs, DevOps, and machine collaboration
AI Governance — What leaders must prioritize right now
Practical Playbook — Steps teams can take to future-proof their data ops
Closing Thoughts — Kellyn’s advice to leaders navigating disruption

This episode of Asking Good Questions is brought to you by Caprus.Ai.

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