Adrian Raudaschl
Adrian Raudaschl

Research Intelligence & AI Product Strategy

Adrian Raudaschl

Doctor turned product leader. I build trustworthy AI systems that help researchers discover, verify, and act on evidence.

I started out as an NHS doctor. Those intense shifts showed me problems that were systemic, not just local, and I kept thinking about how technology could address them at a scale that clinical work alone couldn't. One side project led to another, and I ended up trading my stethoscope for product strategy.

The way I think about product work still comes from medicine. On the wards, you figure out what's actually wrong before you act, you watch what's happening rather than what you assume is happening, and you don't lose sight of who you're there for. That same discipline runs through everything I build, from the original Scopus AI prototype to LeapSpace, and open-source contributions like RAG Fusion which tackles the core challenge of making retrieval more reliable so AI answers can be trusted.

I think the interesting thing about going from medicine to AI for research is that the core problem is the same: people doing difficult, important work need the right knowledge at the right time. The waiting room just got a lot bigger.

Favourite Articles

Writing on trustworthy AI, research systems, and product strategy from my blog

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Quick links to discover more about my work

Good Words

Favourite highlights from a decade of reading, captured with Readwise

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Questions I'm Sitting With

Things I keep turning over. No answers yet, and that's the point.

  • 1.

    What does it mean for an AI answer to be trustworthy enough to act on?

  • 2.

    How should research tools balance serendipity with precision?

  • 3.

    When AI can synthesise faster than humans can verify, who owns the conclusion?

  • 4.

    What would a decision-grade AI workspace for researchers actually look like?

Experimental 3D scan

You found it! This is what happens when you give a doctor access to 3D scanning equipment. No patients were harmed in the making of this digital twin.