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Module · production

Production

Per-machine-group production booking quality. Drill into each zone for detail.

Source tables: product1 / machine

Overall hygiene score
56.4/100
Band poor < 60 — fix soon
Metrics 5 checks against source tables
Trend (8 snapshots)
2026-03-18 → 2026-05-18

AI assessment

What the data is telling us

computing…
Asking Claude (Haiku) for a focused assessment of this module…

Metric breakdown

5
Inspection coverage
Production runs (30d) with valid inspection report (irno > 0).
0.0/100
4 of 15,615 records pass
15,611 bad records
Scrap reason discipline
Production rows with scrap that have a reason logged.
0.0/100
0 of 1,181 records pass
1,181 bad records
Machine activity
Machines that booked production in the last 14 days.
79.4/100
277 of 349 records pass
72 bad records
Hold resolution
100 - % of holds older than 14 days.
100.0/100
0 of 0 records pass
Quantity integrity
100 - rate of records with negative qty / acpt / rej / scrap.
100.0/100
0 of 87,890 records pass
87,890 bad records

Per-zone breakdown (Production)

14
The Production module rolls up across all machine groups. Click any zone for the operator-level drill-down with AI assessment.
Cutting / Saw
CUT
0.0
poor
Packing
PACKING
0.0
poor
Final Inspection
FINAL
43.3
poor
Induction Hardening
INHD
45.0
poor
Cylindrical
CYL
45.4
poor
CNC Machining
CNC
47.4
poor
Forging
FORG
47.7
poor
VMC Vertical Mill
VMC
48.1
poor
General Machining
MACH
49.0
poor
Turning
TRB
49.0
poor
Welding
WELD
50.0
poor
Furnace / Heat-Treat
FUR
57.0
poor
Threading
THREAD
58.6
poor
Cooling
CLG
60.0
watch