Department · FUR
Furnace / Heat-Treat
Hygiene scorecard with the five underlying metrics, their raw counts, and what's specifically going wrong.
Overall hygiene score
57.0/100
Band
poor
< 60 — fix soon
Metrics scored
3 / 5
5 weighted metrics
AI assessment
What the data is telling us
Asking Claude (Haiku) for a focused assessment…
Metric breakdown
3/5Inspection coverage
% of production bookings with a valid inspection report (irno > 0)
0.0/100
0 of 1,680 runs inspected
1,680 missing inspection
1,680 missing inspection
Machine activity
% of group's machines that booked production in the last 14 days
77.8/100
7 of 9 machines active in last 14d
2 idle
2 idle
Quantity integrity
100 - rate of records with negative qty / acpt / rej / scrap
100.0/100
0 of 8,803 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
Machine activity
77.8/100
↘ -11.1 since 2026-04-22
Quantity integrity
100.0/100
→ +0.0 since 2026-04-22