One-off prompt poking gives way to a pipeline of attacks, transforms, scoring, traces, and reports, which is exactly where the operational questions start getting expensive. The retained material is thin and vendor-shaped, so the case study is worth reading for the workflow model while keeping the claimed scale and severity labels on a short leash.