The Camera Never Blinks: Validating Automated Colony Counting Before It Signs Off a Result
Automated image analysis is moving from demonstration bench to routine work in UK microbiology. The equipment is usually the easy part; the defensible evidence package, the change-control discipline and the named human accountability are not. Here is what a credible 2026 validation route looks like under UKAS and UKCA expectations.