All departments Shop floor
Department · VMC

VMC Vertical Mill

Hygiene scorecard with the five underlying metrics, their raw counts, and what's specifically going wrong.

Overall hygiene score
48.1/100
Band poor < 60 — fix soon
Metrics scored 4 / 5 5 weighted metrics

AI assessment

What the data is telling us

computing…
Asking Claude (Haiku) for a focused assessment…

Metric breakdown

4/5
Inspection coverage
% of production bookings with a valid inspection report (irno > 0)
0.0/100
0 of 1,824 runs inspected
1,824 missing inspection
Scrap reason discipline
% of production records with scrap that have a reason logged (dtreason)
0.0/100
0 of 136 scrap entries with reason
136 blank reason
Machine activity
% of group's machines that booked production in the last 14 days
90.5/100
38 of 42 machines active in last 14d
4 idle
Quantity integrity
100 - rate of records with negative qty / acpt / rej / scrap
100.0/100
0 of 10,079 records had negative qty

Trend · last 12 weeks

Each metric's score over the past snapshots. Look for lines trending up (improving discipline) or trending flat at low values (chronic gap).

Inspection coverage

0.0/100
→ +0.0 since 2026-04-22

Scrap reason discipline

0.0/100
→ +0.0 since 2026-04-22

Machine activity

90.5/100
↘ -4.7 since 2026-04-22

Quantity integrity

100.0/100
→ +0.0 since 2026-04-22