Applied AI Use-Case Brief: visual inspection example

A short, reproducible brief that documents expected benefits, typical data needs, pilot design and acceptance criteria for a vision-based inspection use-case.

Sections: business problem statement, baseline metrics, dataset size and labeling guidance, pilot architecture, sample metrics for model and human-in-loop checks, and integration considerations.

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