A bounded paid trial for one redacted Excel or CSV sample. I preserve the source layer, apply the agreed cleanup or formula rules, keep ambiguous rows visible, and reconcile input and output counts. You receive one cleaned working file, visible exceptions or assumptions, input-to-output reconciliation, and concise handoff notes. AI-assisted tools may support analysis or code; I review and test the artifact against your supplied facts and acceptance criteria.