


Synthetic demonstration.
A 10,000-record fictional catalog becomes two useful outputs: 9,455 accepted records in the agreed schema and a separate 545-record review queue. The finished static report shows actual output rows, before/after changes, review decisions and a source-to-output ledger excerpt.
Handoff: accepted catalog CSV, reason-coded review queue, complete row ledger and a concise rules/check summary. Duplicate conflicts and missing or ambiguous values stay visible for the owner to resolve; no replacement values are invented.
The workflow passed 24 local regression tests, five malformed-file probes and byte-identical repeat-run checks. Scope is a fixed six-column, file-level demonstration; target-platform import was not tested.
Share a small non-sensitive sample and your desired output. Scope and quote agreed before work.
0 likes · 1 view · Oct 25, 2026
Synthetic catalog-cleanup demonstration: 10,000 fictional records, reason-coded review decisions, and a clear owner handoff.