Workflow STARE Model: Kiln Operator (Crisis Intervention)
S
Situation: End of Shift / Decreased Attention
Twelve-hour shift in intense heat and noise.
Decreased attention
and user fatigue at its peak.
T
Task: Immediate Stabilization of the Temperature Curve
The objective is to
immediately
identify the issue and stabilize the kiln within seconds without searching for information.
A
Action: Algorithm Reprioritizes Icon Ordering
Backend detects data exceeding safety limits. The module icon moves to the 1st position and visually pulses at
1085°C
.
R
Result: Reduction of Response Time
Temperature stabilized in time;
no bricks were cracked
. Reaction time reduced from minutes to mere seconds.
E
Evolution: Learning and Automation
Feedback refines the predictive model. The worker's role shifts from a manual operator to an
AI supervisor
.