ENERGYLine 3just now
Energy draw up 12% from baseline
Line 3 is consuming 12% above its normal operating envelope for this shift. At current rate, that translates to an additional $1,500 in energy cost before end of shift — without any change in output.
+$1,500 projected excess this shift
MARKETLine 3 — PTFE Micropowder Pharma Grade
Market rate $5.80/unit. Your true cost: $4.49/unit.
Current gross margin on this product: 22.6%. Pre-tariff baseline was 28.5%. The 25% PTFE feedstock tariff is adding $0.71/unit to material cost. Margin has compressed 5.9 points since the tariff change 6 days ago.
−5.9pts margin vs. pre-tariff baseline
SIGNALLine 3 — Grinding Element B
Vibration 2.1σ above baseline — 47 minutes sustained
Signature matches historical pre-failure pattern with 94% confidence. Estimated time to failure: 6–10 hours. A planned PM costs ~$2,100. An unplanned stop at this facility runs ~$40K/hr.
PM recommended before next shift change
This is what autonomous systems look like. The system found this. You didn't have to ask.