Metals and Mining
Know which move restores stable output, before you commit.
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The problem underneath the upset
Get to a safe outcome faster next time.
Your historians, alarms and procedures stay authoritative. Judgment decides the shift: which permitted move restores stable output, and what it is worth.
Predicted before. Scored after.

Your approval rules decide who acts. Kalyr keeps the score.
One episode, minute by minute
See each move, from first signal to settled value.
A mill upset, from first signal to settled value.
Where it applies
Pick the decision that keeps waking the same people.
Recurring decisions across mines, mills and smelters.
Today
A shovel stops. Every truck plan changes.
With Kalyr
- Values each reroute in tonnes.
- Shows what resolved comparable ones.
What you get back
A faster decision that survives the shift.
Today
A furnace trips. Fault or nuisance hides in forty pages.
With Kalyr
- Reads the sequence against the furnace’s history.
- Records its confidence before the restart decision.
What you get back
A restart decision you can defend.
Today
Recovery drifts. Cut feed and tonnes drop; hold and grade suffers.
With Kalyr
- Seals a prediction for each permitted move.
- Routes the evidence to the specialist.
What you get back
Stable recovery sooner, grade protected.
Today
Vibration rises. The plan says wait; the alarm says act.
With Kalyr
- States what is known and unknown.
- Asks the one question that separates two causes.
What you get back
The right move sooner.
Today
A mill stops mid-shift. Restart fast and the fault may return.
With Kalyr
- Gives one move at a time.
- Carries the reasoning across handovers.
What you get back
Tonnes protected, scored in your value formula.
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Compound your intelligence.
If it repeats and moves value, we want to see it.