Improzone

Season 2 Episode 2: How MDM and AI are Evolving Together


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New Improzone Podcast Episode

Jane Urban sits down with Stephen Gatchell (Ortecha) to explore how MDM and AI are evolving together — and why the “golden record” mindset no longer works at scale.Key takeaways:• MDM is shifting from rigid systems of truth to context-driven data philosophies• AI-enabled documentation, observability, and metadata enrichment are changing how data is mastered• Small language models and modular agents outperform one-size-fits-all AI• The real power is human + AI, not automation alone• Entry-level work is changing — but critical thinking and communication matter more than ever

A practical, honest conversation about what’s actually working — and what’s next.#ImprozonePodcast #AIForLifeSciences #DataStrategy #MDM #AgenticAI #ImprozoThoughtLeadership

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