What the software decides
One detector is measured. We publish the figure.
Anything a tool claims to spot in a photograph should come with a number
attached. Here is ours, and here is everything it does not cover.
Bathroom · clean / needs cleaning
AUC 0.903 95% CI [0.814, 0.969]
Measured on 26 dirty and 30 clean photographs
Plainly: shown one dirty photograph and one clean one, how often does the
detector rank them the right way round.
Everything else Walkbook does with a photograph is filing, pairing and queueing.
Other checks run as internal triage only and never write a word in your report.
Fair wear and tear is a human judgment. Walkbook drafts language; it never issues a verdict.
Smells, boilers and smoke alarms are invisible to any camera. Your clerk still decides those.
Photographs are never sent to a third-party AI service. The analysis runs on hardware we control.