Rosenfeld Review Podcast Why Research Repositories Need Humans (and AI) with Maria Rosala
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Feb 24, 2026 Maria Rosala, Director of Research at Nielsen Norman Group and former UK Home Office UX researcher, brings research ops and practical qualitative expertise. She discusses how research repositories surface knowledge, prevent duplicate work, and support collaboration. Culture and curator skills matter as much as tools. She also explores how AI can help surface connections and augment repository curation.
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Rigorous Research Oversight At Nielsen Norman Group
- Nielsen Norman Group emphasizes rigorous oversight to keep published research trustworthy and useful for practitioners.
- Maria reviews study proposals, coaches junior researchers, and ensures methods and analysis are fit for public consumption.
Daily Research Rhythm In The UK Home Office
- At the UK Home Office Maria worked embedded in service teams running light, frequent studies every sprint to support agile decision making.
- Teams did prototype testing every other week and used service assessments to gate funding and design choices.
Repositories Prevent Duplicate Research Work
- A research repository's core purpose is surfacing accumulated organizational knowledge so teams avoid duplicating work.
- Maria noted many teams built similar document storage tools because they couldn't discover each other's prior research.
