MedCity News December 22, 2025
It’s not a mystery — it’s a flaw in how knowledge is managed, where the greatest discoveries are hidden by the friction between what we already know and what we can find. Fixing it does not require more data; it requires systems capable of understanding the data.
Every biotech lab in the world leaks money in a silent way. Through lost time. Not broken equipment or failed experiments, but from something far less visible: information that exists somewhere in the organization, but which cannot be found when it is needed.
Each day, scientists scroll, search, and cross-reference information. They dive into old reports, slide decks, and regulatory documents hunting for one missing link, which could be a molecule’s prior assay...
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