Undifferentiated Downtime Response
Downtime incidents generated alerts, but severity wasn't classified. A 3-minute sensor jam (recoverable by operator reset) received the same response priority as a 35-minute bearing failure (requiring maintenance intervention). Response times were unpredictable; resources were allocated inefficiently.
What Became Visible
Incident analysis revealed that 40% of downtime incidents were routine (sensor issues, material jams, gripper resets)—recoverable within minutes by line operators without maintenance. 30% were moderate (requiring maintenance but non-critical). 30% were critical (threatening line integrity or safety). One-size-fits-all response wasted resources on routine incidents and delayed critical response.
Severity-Based Response Protocol
Incidents automatically classified by type and initial impact. Routine incidents escalated to line operators; moderate incidents to maintenance; critical incidents to senior maintenance + supervisor. Response resources allocated by severity.
How it worked: Classification system based on incident type, initial impact duration, and affected equipment criticality. Automated escalation ensured appropriate resources responded to appropriate severity levels.
Results
avoiding maintenance escalation
resources better allocated
from faster critical response
Not all downtime requires the same response. Severity-based escalation ensures critical incidents receive immediate senior response while routine incidents are resolved quickly at operator level.
Operational Reality
This required no new technology—just systematic classification and appropriate resource allocation based on incident severity.