Why a deviation investigation still takes two weeks in the age of AI

A deviation gets flagged on a 2,000-liter batch. The product sits on hold until someone can explain what happened and whether it is still sound, and the batch is worth several million dollars. | Most of those two weeks is not science. It is finding and assembling the data, which is also where most of the AI sold to pharma quietly stalls.