Every prediction ends in a wet lab.

Every AI prediction eventually becomes a physical experiment. That's where the conversation usually stops.

It shouldn't.

A prediction doesn't become knowledge because an experiment happened. It becomes knowledge because someone interprets the result. Every chromatogram reviewed. Every spectrum explained. Every unexpected peak investigated. Every conclusion approved.

That's where organizations actually learn.

We tend to describe drug discovery as a loop.

Prediction.
Experiment.
Better prediction.

But there's a missing step hiding in the middle.

Expert judgment.

Without it, measurements are just measurements. With it, every experiment becomes another piece of organizational knowledge the next experiment can build on. Prediction creates possibilities. Scientific expertise turns those possibilities into organizational knowledge.

How much of what your scientists know is actually available to the rest of your organization?

#DrugDiscovery #AnalyticalScience #WetLab #ArtificialIntelligence hashtag#Pharma #Biotech #ScientificLeadership