Visual anomaly detection

The operating task

Identify unusual equipment or product observations with reviewable detection outputs. The sensing environment and intended decision shape the model contribution and the way quality is assessed.

Softinator's contribution

Identify observations that differ meaningfully from expected product or equipment behaviour. The commissioned output includes anomaly assessment and reviewed detection outputs.

Acceptance in use

Review useful operating exceptions rather than treating every visual difference as a defect. The engagement defines the baseline, task scope and evidence used to assess the resulting contribution.