How the model works
One changeover, from restart to back in spec.
Follow one changeover: Kalyr combines approved operating records with your experts’ judgment, compares the permitted responses, then evaluates what happened. The model keeps that evidence for later decisions.
ONE DECISION RECORD
CONDITIONS
OPTIONS
ESTIMATES SAVED
OBSERVED RESULT
ACTION CONFIRMED
EVALUATION
LEARNING DECISION
The capture app
What your expert knows, turned into data.
Kalyr works alongside your experts, asks and tests, and makes their judgment usable in the systems you already run.
01 · Ask
It asks what your expert watches for, in their own words.
02 · Test
It tests each answer against your records, then asks the next question.
03 · Structure
Each answer becomes fields: the condition, the check, the reason.
04 · Plug in
The data joins your machine and system data, ready for the next decision.
Kalyr
After a shape change, what do you check first?
Expert
Knife wear first, then film tension. Wear shows up as ragged edges in the first minute.
TestedKnife wear preceded 9 of the 12 slow restarts on record.
ConditionRestart after a shape change
CheckKnife wear, then film tension
SignalRagged edges in the first minute
SourceShift lead, Line 3