Temperature Deviation Rate
Quarter/month percent outside freezer and ante-room ranges, tagged by mechanical vs behavioral cause.
Demo Cryo Company • fictional fleet
Show corporate where risk is concentrated, not just where alarms are loud.
This demo customer view shows fleet heatmap, Integrity Score, TDR, mechanical-vs-behavioral cause, audit readiness, CapEx/RUL, sustainability, and compliance packet control.
Demo Plasma Center - North78.5
Controller data alarms while product probes remain protected
service reviewDemo Plasma Center - East62.0
Calibration drift signoff overdue
quality escalationDemo Plasma Center - Central74.2
Aging compressor pattern and slower recovery
planned maintenanceDemo Plasma Center - West88.1
Door and humidity discipline improving
monitorExecutive AI brief
Risk is concentrated, not random.
One demo site requires compliance/service attention. Another is a planned-maintenance candidate. The healthiest demo site shows improved door and humidity discipline.
Mechanical vs Behavioral Split
Separate compressor/controls degradation from door handling, loading, gasket, and process issues.
CapEx + Remaining Useful Life
Rank sites by asset health, replacement timing, energy-to-plasma, and maintenance ROI.
EPA / R-454A / Sustainability
Pressure-loss indicators, leak-rate calculations, refrigerant/carbon impact, and slow-leak investigation priority.
NIST + 21 CFR Packet
Calibration drift, signed/archive records, monthly compliance packet, outage recovery, and audit exception tracking.
Fleet Leaderboard
Integrity Score trend, center behavior coaching, and executive risk concentration view.