Museums, libraries and archives built this discipline. Cataloguing, authority control, provenance, the practice of separating an attribution from a certainty — all of it existed in these buildings for two centuries before anyone in industry said “data governance”.
They are now at risk of becoming the least modern institutions in a society whose knowledge they hold.
Real objects with documented provenance. Primary sources. Field notes. A century of scholarship. Specialists who have spent decades inside one collection. None of it can be licensed, scraped or generated.
A visitor arrives assuming the institution is telling them the truth. Almost no other organisation in public life still enjoys that assumption — and it took a century of careful practice to earn.
Catalogue records, conservation files, exhibition scripts, published papers, and the memories of people approaching retirement. Rich, correct, and structurally unable to reach a modern audience — or a machine.
This is not a story about budgets or about staff. It is a story about form. The knowledge is there and it is better than anyone else's. It was simply never written down in a shape that the systems now mediating public attention can work with.
Take the leadership back — on the merits, not on nostalgia.
Modern Knowledge Management is the practice of turning an institution's domain knowledge into a managed asset that creates value for the organisation and for its audience — by designing an ontology and knowledge graph genuinely aligned to that institution's philosophy and mission, rather than to a generic template.
Done properly it holds not only what is known, but how it came to be known — which is what makes it safe to put AI on top of, and what turns a fixed collection into something that can answer questions it was never designed for.
The ambition is not survival. These institutions were the world's knowledge leaders and the underlying advantage has never actually gone away. The work is to make that advantage usable again, and to reclaim that position on the strength of the assets they already hold.
90 minutes. Bring your curators or librarians, and one question your institution couldn't answer.
Or write directly — hello@neogens.co