Pick one recurring task with a clear result. Your first action can be confirming access to approved tools and data, or preparing a synthetic sample. Plan two or three comparable cases.

The claim whose error would cost the most: open the exact source, decide whether it supports the next step, and record advance, revise or hold; add a reason if useful.

Net human time = comparable manual time − (briefing + active work + review + correction + handoff). Record waiting separately, and pair the number with a quality or rework check.

When eligibility rules, source structure, approved tools, authority or the output purpose change. Re-test on an unknown-evidence case and an explicit-mismatch case first.