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Department · CNC

CNC Machining

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

Overall hygiene score
47.4/100
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 6,163 runs inspected
6,163 missing inspection
Scrap reason discipline
% of production records with scrap that have a reason logged (dtreason)
0.0/100
0 of 674 scrap entries with reason
674 blank reason
Machine activity
% of group's machines that booked production in the last 14 days
87.1/100
135 of 155 machines active in last 14d
20 idle
Quantity integrity
100 - rate of records with negative qty / acpt / rej / scrap
100.0/100
0 of 34,568 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

87.1/100
↗ +1.3 since 2026-04-22

Quantity integrity

100.0/100
→ +0.0 since 2026-04-22