OPTIMIZE / AST / RAL

Rail Assets

14 rail assets tracked across the network. Utilization, lifecycle and predictive-maintenance telemetry.

Class indicators

Population

14
active inventory

Avg utilization

67%
+1 pt

Faults

1
live

Due overhaul

2
< 30d

Avg age

5.6yrs
fleet age

Inventory

AssetHomeStatusUtilizationLifecycleAgeNext maintPredict failTrend

RAI-105

Diesel-electric loco

BMRmaintenance
86%
mid-life5.5y236h49d

RAI-113

Bulk rake

BMRactive
85%
mid-life5y216h68d

RAI-104

Auto-rack rake

CHIactive
82%
due-overhaul9.7y205h14d

RAI-111

Switcher

ISTactive
82%
steady3.9y353h

RAI-112

Container rake

CHIactive
81%
ramp-up1.9y76h

RAI-110

Diesel-electric loco

MUCactive
77%
steady4.6y80h

RAI-107

Container rake

ISTidle
68%
retired11y295h

RAI-106

Switcher

MUCactive
63%
mid-life5.5y439h103d

RAI-100

Diesel-electric loco

CHIactive
58%
mid-life6.4y190h64d

RAI-103

Bulk rake

ISTactive
54%
mid-life5.3y387h109d

RAI-108

Bulk rake

CHIactive
54%
steady4.3y330h

RAI-109

Auto-rack rake

BMRactive
54%
steady3.5y118h

RAI-102

Container rake

MUCfault
50%
due-overhaul9.4y140h1d

RAI-101

Switcher

BMRactive
38%
steady2.3y316h

Data provenance

all streams nominal

CoreSync

live

node/lane telemetry · 184 streams

TimeVault

indexed +3s

historical archive · 90d hot

Constraint Graph

rebuilt 02:14 ago

147 constraints · 1,284 vars

Insight Hub

live

agent observations + briefings

Ved Fabric

live

8 agents · 45 models active