Claude reviews the already-computed tier results and explains each issue in plain English, telling you exactly what to fix in the source sheet. No figure is recalculated — it works from the audit output only.

The data is largely complete across 19 of 21 files and 82 of 94 machines over the full 3-month window, so overall production figures can be used with reasonable confidence, but some gaps require attention. The two missing HDPE daily files for June and July 2026 are the most significant gap, and several machines across GARDEN, PIPE, and PTMT departments recorded no activity in this period, which may reflect genuine downtime but should be confirmed. Additionally, a large number of moulds in the roster are showing no data rather than zero, and MOULDING and PTMT have machine code mismatches that prevent full per-machine tracking, so the production team should verify whether the silent machines and unmatched codes reflect real gaps or a naming or file issue.